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numpy

The fundamental package for scientific computing with Python.

https://github.com/numpy/numpy

Science Score: 41.0%

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Keywords

numpy python

Keywords from Contributors

posit unum closember numerical-methods alignment qt flexible gtk tk wx

Scientific Fields

Mathematics Computer Science - 37% confidence
Last synced: 2 days ago · JSON representation ·

Repository

The fundamental package for scientific computing with Python.

Basic Info
  • Host: GitHub
  • Owner: numpy
  • License: other
  • Language: Python
  • Default Branch: main
  • Homepage: https://numpy.org
  • Size: 172 MB
Statistics
  • Stars: 32,309
  • Watchers: 603
  • Forks: 12,529
  • Open Issues: 2,403
  • Releases: 132
Topics
numpy python
Created almost 16 years ago · Last pushed 8 days ago
Metadata Files
Readme Contributing License Citation

README.md


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NumPy is the fundamental package for scientific computing with Python.

  • Website: https://numpy.org
  • Documentation: https://numpy.org/doc
  • Mailing list: https://mail.python.org/mailman/listinfo/numpy-discussion
  • Source code: https://github.com/numpy/numpy
  • Contributing: https://numpy.org/devdocs/dev/index.html
  • Bug reports: https://github.com/numpy/numpy/issues
  • Report a security vulnerability: https://github.com/numpy/numpy/security/policy (via Tidelift)

It provides:

  • a powerful N-dimensional array object
  • sophisticated (broadcasting) functions
  • tools for integrating C/C++ and Fortran code
  • useful linear algebra, Fourier transform, and random number capabilities

Testing:

NumPy requires pytest and hypothesis. Tests can then be run after installation with:

python -c "import numpy, sys; sys.exit(numpy.test() is False)"

Code of Conduct

NumPy is a community-driven open source project developed by a diverse group of contributors. The NumPy leadership has made a strong commitment to creating an open, inclusive, and positive community. Please read the NumPy Code of Conduct for guidance on how to interact with others in a way that makes our community thrive.

Call for Contributions

The NumPy project welcomes your expertise and enthusiasm!

Small improvements or fixes are always appreciated. If you are considering larger contributions to the source code, please contact us through the mailing list first.

Writing code isn’t the only way to contribute to NumPy. You can also: - review pull requests - help us stay on top of new and old issues - develop tutorials, presentations, and other educational materials - maintain and improve our website - develop graphic design for our brand assets and promotional materials - translate website content - help with outreach and onboard new contributors - write grant proposals and help with other fundraising efforts

For more information about the ways you can contribute to NumPy, visit our website. If you’re unsure where to start or how your skills fit in, reach out! You can ask on the mailing list or here, on GitHub, by opening a new issue or leaving a comment on a relevant issue that is already open.

Our preferred channels of communication are all public, but if you’d like to speak to us in private first, contact our community coordinators at numpy-team@googlegroups.com or on Slack (write numpy-team@googlegroups.com for an invitation).

We also have a biweekly community call, details of which are announced on the mailing list. You are very welcome to join.

If you are new to contributing to open source, this guide helps explain why, what, and how to successfully get involved.

Owner

  • Name: NumPy
  • Login: numpy
  • Kind: organization

Citation (CITATION.bib) 

@ARTICLE{2020NumPy-Array,
  author  = {Harris, Charles R. and Millman, K. Jarrod and
            van der Walt, Stéfan J and Gommers, Ralf and
            Virtanen, Pauli and Cournapeau, David and
            Wieser, Eric and Taylor, Julian and Berg, Sebastian and
            Smith, Nathaniel J. and Kern, Robert and Picus, Matti and
            Hoyer, Stephan and van Kerkwijk, Marten H. and
            Brett, Matthew and Haldane, Allan and
            Fernández del Río, Jaime and Wiebe, Mark and
            Peterson, Pearu and Gérard-Marchant, Pierre and
            Sheppard, Kevin and Reddy, Tyler and Weckesser, Warren and
            Abbasi, Hameer and Gohlke, Christoph and
            Oliphant, Travis E.},
  title   = {Array programming with {NumPy}},
  journal = {Nature},
  year    = {2020},
  volume  = {585},
  pages   = {357–362},
  doi     = {10.1038/s41586-020-2649-2}
}

Papers & Mentions

Total mentions: 831

Global Property Prediction: A Benchmark Study on Open-Source, Perovskite-like Datasets
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RNA binding proteins co-localize with small tau inclusions in tauopathy
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The antagonistic pleiotropy of insulin‐like growth factor 1
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Long-term antimicrobial effectiveness of a silver-impregnated foil on high-touch hospital surfaces in patient rooms
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Vitamin C Supplementation in Healthy Individuals Leads to Shifts of Bacterial Populations in the Gut—A Pilot Study
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Digitally deconstructing leaves in 3D using X‐ray microcomputed tomography and machine learning
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Computational enhancer prediction: evaluation and improvements
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Comprehensive machine-learning-based analysis of microRNA–target interactions reveals variable transferability of interaction rules across species
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PyMix - The Python mixture package - a tool for clustering of heterogeneous biological data
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SV-Pop: population-based structural variant analysis and visualization
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De novo Nanopore read quality improvement using deep learning
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The Coronavirus Network Explorer: mining a large-scale knowledge graph for effects of SARS-CoV-2 on host cell function
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Tremor assessment using smartphone sensor data and fuzzy reasoning
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Machine learning predicts nucleosome binding modes of transcription factors
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VISPR-online: a web-based interactive tool to visualize CRISPR screening experiments
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Native structure-based modeling and simulation of biomolecular systems per mouse click
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Domain similarity based orthology detection
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Biomedical document triage using a hierarchical attention-based capsule network
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VARSCOT: variant-aware detection and scoring enables sensitive and personalized off-target detection for CRISPR-Cas9
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Thresholds and timing of pre-operative thrombocytosis and ovarian cancer survival: analysis of laboratory measures from electronic medical records
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An interplay of resource availability, population size and mutation rate potentiates the evolution of metabolic signaling
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Gastric bypass surgery reveals independency of obesity and diabetes melitus type 2
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Minimal tool set for a prokaryotic circadian clock
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Fluorescent amplification for next generation sequencing (FA-NGS) library preparation
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Genome analysis of Diploscapter coronatus: insights into molecular peculiarities of a nematode with parthenogenetic reproduction
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OMGene: mutual improvement of gene models through optimisation of evolutionary conservation
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A first insight into the genome of Prototheca wickerhamii, a major causative agent of human protothecosis
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Identification of cis-regulatory motifs in first introns and the prediction of intron-mediated enhancement of gene expression in Arabidopsis thaliana
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Interferon signaling in ascites-associated macrophages is linked to a favorable clinical outcome in a subgroup of ovarian carcinoma patients
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Quantitative Backscattered Electron Imaging of Bone Using a Thermionic or a Field Emission Electron Source
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On the sensitivity of quantitative susceptibility mapping for measuring trabecular bone density
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Applying a Chemogeographic Strategy for Natural Product Discovery from the Marine Cyanobacterium Moorena bouillonii
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Lipid Diffusion in Supported Lipid Bilayers: A Comparison between Line-Scanning Fluorescence Correlation Spectroscopy and Single-Particle Tracking
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Metabolite Profile of Treatment-Naive Metabolic Syndrome Subjects in Relation to Cardiovascular Disease Risk
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A Computational Framework for High-Throughput Isotopic Natural Abundance Correction of Omics-Level Ultra-High Resolution FT-MS Datasets
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Hyperpolarized Dihydroxyacetone Is a Sensitive Probe of Hepatic Gluconeogenic State
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Correlation of Metabolic Profiles of Plasma and Cerebrospinal Fluid of High-Grade Glioma Patients
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Construction of an instant structured illumination microscope
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Quantitative Microdialysis: Experimental Protocol and Software for Small Molecule Protein Affinity Determination and for Exclusion of Compounds with Poor Physicochemical Properties
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Optimization methods for the imputation of missing values in Educational Institutions Data
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Using the max-p regions problem algorithm to define regions for energy system modelling
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Correlation between bacterial G+C content, genome size and the G+C content of associated plasmids and bacteriophages
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Transmission, adaptation and geographical spread of the Pseudomonas aeruginosa Liverpool epidemic strain
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Understanding microbial community dynamics to improve optimal microbiome selection
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Hill-based dissimilarity indices and null models for analysis of microbial community assembly
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Molecular Evolutionary Dynamics of Energy Limited Microorganisms
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Both maintenance and avoidance of RNA-binding protein interactions constrain coding sequence evolution
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A Recent Whole-Genome Duplication Divides Populations of a Globally Distributed Microsporidian
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The Genetic Background Modulates the Evolution of Fluoroquinolone-Resistance in Mycobacterium tuberculosis
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Nascent Transcript Folding Plays a Major Role in Determining RNA Polymerase Elongation Rates
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Functional Translatome Proteomics Reveal Converging and Dose-Dependent Regulation by mTORC1 and eIF2α
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Prediction of Protein Complexes in Trypanosoma brucei by Protein Correlation Profiling Mass Spectrometry and Machine Learning
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Covariation of Peptide Abundances Accurately Reflects Protein Concentration Differences
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The role of introgression and ecotypic parallelism in delineating intraspecific conservation units
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Substructural Connectivity Fingerprint and Extreme Entropy Machines—A New Method of Compound Representation and Analysis
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Fentanyl Family at the Mu-Opioid Receptor: Uniform Assessment of Binding and Computational Analysis
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Mammalian gene expression variability is explained by underlying cell state
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Effects ofin situclimate warming on monarch caterpillar (Danaus plexippus) development
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Classification model for accuracy and intrusion detection using machine learning approach
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Antimicrobial Peptide against Mycobacterium Tuberculosis That Activates Autophagy Is an Effective Treatment for Tuberculosis
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Pronounced somatic bottleneck in mitochondrial DNA of human hair
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Animal blood in translational research: How to adjust animal blood viscosity to the human standard
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Immunogenicity of plant‐produced porcine circovirus‐like particles in mice
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Subgenome evolution in allotetraploid plants
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instaGraminoid, a Novel Colorimetric Method to Assess Herbicide Resistance, Identifies Patterns of Cross-Resistance in Annual Ryegrass
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Rapid Quantification of Microalgae Growth with Hyperspectral Camera and Vegetation Indices
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Proteomic Identification and Meta-Analysis in Salvia hispanica RNA-Seq de novo Assemblies
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Development of an Image Analysis Pipeline to Estimate Sphagnum Colony Density in the Field
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Extensive loss of cell-cycle and DNA repair genes in an ancient lineage of bipolar budding yeasts
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Assessing the replicability of spatial gene expression using atlas data from the adult mouse brain
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Inferring the Chemotactic Strategy of P. putida and E. coli Using Modified Kramers-Moyal Coefficients
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Interplay of multiple pathways and activity-dependent rules in STDP
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Predicting mean ribosome load for 5’UTR of any length using deep learning
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Nonlinear effects of intrinsic dynamics on temporal encoding in a model of avian auditory cortex
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Spatial synchronization codes from coupled rate-phase neurons
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Transmembrane Helix Dynamics of Bacterial Chemoreceptors Supports a Piston Model of Signalling
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Degenerate T-cell Recognition of Peptides on MHC Molecules Creates Large Holes in the T-cell Repertoire
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HaSAPPy: A tool for candidate identification in pooled forward genetic screens of haploid mammalian cells
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A Diffusive Homeostatic Signal Maintains Neural Heterogeneity and Responsiveness in Cortical Networks
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Multidimensional analysis and detection of informative features in human brain white matter
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Biological network growth in complex environments: A computational framework
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Bayesian inference of metabolic kinetics from genome-scale multiomics data
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On the NF-Y regulome as in ENCODE (2019)
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Alcoholic liver disease: A registry view on comorbidities and disease prediction
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Estimating time of HIV-1 infection from next-generation sequence diversity
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DEER-PREdict: Software for efficient calculation of spin-labeling EPR and NMR data from conformational ensembles
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PyParadigm—A Python Library to Build Screens in a Declarative Way
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Spyke Viewer: a flexible and extensible platform for electrophysiological data analysis
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Multimodal Modeling of Neural Network Activity: Computing LFP, ECoG, EEG, and MEG Signals With LFPy 2.0
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NeuronDepot: keeping your colleagues in sync by combining modern cloud storage services, the local file system, and simple web applications
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The UCLA multimodal connectivity database: a web-based platform for brain connectivity matrix sharing and analysis
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Comparing Open-Source Toolboxes for Processing and Analysis of Spike and Local Field Potentials Data
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PyRhO: A Multiscale Optogenetics Simulation Platform
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Data management routines for reproducible research using the G-Node Python Client library
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Graph-based active learning of agglomeration (GALA): a Python library to segment 2D and 3D neuroimages
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Software for Brain Network Simulations: A Comparative Study
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Seizure Forecasting Using a Novel Sub-Scalp Ultra-Long Term EEG Monitoring System
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Machine Learning Models on ADC Features to Assess Brain Changes of Children With Pierre Robin Sequence
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Using Base-ml to Learn Classification of Common Vestibular Disorders on DizzyReg Registry Data
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HYGRIP: Full-Stack Characterization of Neurobehavioral Signals (fNIRS, EEG, EMG, Force, and Breathing) During a Bimanual Grip Force Control Task
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Machine Learning in Modeling of Mouse Behavior
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Automated, Efficient, and Accelerated Knowledge Modeling of the Cognitive Neuroimaging Literature Using the ATHENA Toolkit
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Flexible multivariate hemodynamics fMRI data analyses and simulations with PyHRF
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Effects of Gamification in BCI Functional Rehabilitation
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A Machine Learning Based Dose Prediction of Lutein Supplements for Individuals With Eye Fatigue
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Data-Driven Discovery of Immune Contexture Biomarkers
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MYCN Drives a Tumor Immunosuppressive Environment Which Impacts Survival in Neuroblastoma
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Employment of Artificial Intelligence Based on Routine Laboratory Results for the Early Diagnosis of Multiple Myeloma
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Integration of Digital Pathologic and Transcriptomic Analyses Connects Tumor-Infiltrating Lymphocyte Spatial Density With Clinical Response to BRAF Inhibitors
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Inferring Personalized and Race-Specific Causal Effects of Genomic Aberrations on Gleason Scores: A Deep Latent Variable Model
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CEUS-Based Radiomics Can Show Changes in Protein Levels in Liver Metastases After Incomplete Thermal Ablation
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Deep Shape Features for Predicting Future Intracranial Aneurysm Growth
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Coupled Immunological and Biomechanical Model of Emphysema Progression
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Long-Lasting Desynchronization of Plastic Neural Networks by Random Reset Stimulation
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iRSVPred: A Web Server for Artificial Intelligence Based Prediction of Major Basmati Paddy Seed Varieties
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Comorbid Chronic Pain and Depression: Shared Risk Factors and Differential Antidepressant Effectiveness
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Development and Clinical Evaluation of an mHealth Application for Stress Management
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Morning Plasma Melatonin Differences in Autism: Beyond the Impact of Pineal Gland Volume
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Identification of Veterans With PTSD Based on EEG Features Collected During Sleep
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Interactive Psychometrics for Autism With the Human Dynamic Clamp: Interpersonal Synchrony From Sensorimotor to Sociocognitive Domains
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Fixations on objects in natural scenes: dissociating importance from salience
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Extracting salient sublexical units from written texts: “Emophon,” a corpus-based approach to phonological iconicity
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ExGUtils: A Python Package for Statistical Analysis With the ex-Gaussian Probability Density
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Jointly structuring triadic spaces of meaning and action: book sharing from 3 months on
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Creative Argumentation: When and Why People Commit the Metaphoric Fallacy
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Crowdbreaks: Tracking Health Trends Using Public Social Media Data and Crowdsourcing
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Combining Differential Kinematics and Optical Flow for Automatic Labeling of Continuum Robots in Minimally Invasive Surgery
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Mechanisms of PTPσ-Mediated Presynaptic Differentiation
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Oculomotor Remapping of Visual Information to Foveal Retinotopic Cortex
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TheCellMap.org: A Web-Accessible Database for Visualizing and Mining the Global Yeast Genetic Interaction Network
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Machine Learning Enables High-Throughput Phenotyping for Analyses of the Genetic Architecture of Bulliform Cell Patterning in Maize
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Visualizing population structure with variational autoencoders
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Automated Recognition of RNA Structure Motifs by Their SHAPE Data Signatures
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Meta-Analysis of Cancer Triploidy: Rearrangements of Genome Complements in Male Human Tumors Are Characterized by XXY Karyotypes
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SMITER—A Python Library for the Simulation of LC-MS/MS Experiments
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Total Genotype Score Modelling of Polygenic Endurance-Power Profiles in Lithuanian Elite Athletes
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Polygenic Adaptation to an Environmental Shift: Temporal Dynamics of Variation Under Gaussian Stabilizing Selection and Additive Effects on a Single Trait
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Split-wrmScarlet and split-sfGFP: tools for faster, easier fluorescent labeling of endogenous proteins in <i>Caenorhabditis elegans</i>
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A genomic and evolutionary approach reveals non-genetic drug resistance in malaria
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OrthoFinder: solving fundamental biases in whole genome comparisons dramatically improves orthogroup inference accuracy
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HiCPlotter integrates genomic data with interaction matrices
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HiC-Pro: an optimized and flexible pipeline for Hi-C data processing
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CRISPRO: identification of functional protein coding sequences based on genome editing dense mutagenesis
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CellTag Indexing: genetic barcode-based sample multiplexing for single-cell genomics
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RaGOO: fast and accurate reference-guided scaffolding of draft genomes
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MIA-Sig: multiplex chromatin interaction analysis by signal processing and statistical algorithms
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Knowledge-primed neural networks enable biologically interpretable deep learning on single-cell sequencing data
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Contiguous and stochastic CHH methylation patterns of plant DRM2 and CMT2 revealed by single-read methylome analysis
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iMOKA: k-mer based software to analyze large collections of sequencing data
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PEPPRO: quality control and processing of nascent RNA profiling data
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Analytic Pearson residuals for normalization of single-cell RNA-seq UMI data
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Identifying chemogenetic interactions from CRISPR screens with drugZ
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Improved analysis of CRISPR fitness screens and reduced off-target effects with the BAGEL2 gene essentiality classifier
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Hybrid-denovo: a de novo OTU-picking pipeline integrating single-end and paired-end 16S sequence tags
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ShinyLearner: A containerized benchmarking tool for machine-learning classification of tabular data
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Fcirc: A comprehensive pipeline for the exploration of fusion linear and circular RNAs
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DeePhage: distinguishing virulent and temperate phage-derived sequences in metavirome data with a deep learning approach
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Applying the Minimal Detectable Change of a Static and Dynamic Balance Test Using a Portable Stabilometric Platform to Individually Assess Patients with Balance Disorders
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MHC class I diversity predicts non-random mating in Chinese alligators (Alligator sinensis)
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High‐density intracranial recordings reveal a distinct site in anterior dorsal precentral cortex that tracks perceived speech
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COVID-19-CT-CXR: A Freely Accessible and Weakly Labeled Chest X-Ray and CT Image Collection on COVID-19 From Biomedical Literature
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Tracing the Invasion and Expansion Characteristics of the Flatid Planthopper, Metcalfa pruinosa (Hemiptera: Flatidae), in Korea Using Mitochondrial DNA Sequences
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Machine learning for early detection of sepsis: an internal and temporal validation study
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CD84 is a regulator of the immunosuppressive microenvironment in Multiple Myeloma
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A suite of software for processing MicroED data of extremely small protein crystals
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CAPOW: a standalone program for the calculation of optimal weighting parameters for least-squares crystallographic refinements
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Serial electron crystallography for structure determination and phase analysis of nanocrystalline materials
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High-throughput continuous rotation electron diffraction data acquisition<i>via</i>software automation
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<i>PyQCstrc.ico</i>: a computing package for structural modelling of icosahedral quasicrystals
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Droplet and fibril formation of the functional amyloid Orb2
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Potential of subdermal solar energy harvesting for medical device applications based on worldwide meteorological data
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Amplitudes and time scales of picosecond-to-microsecond motion in proteins studied by solid-state NMR: a critical evaluation of experimental approaches and application to crystalline ubiquitin
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Using Deep Neural Networks to Reconstruct Non-uniformly Sampled NMR Spectra
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Statistics and pitfalls of trend analysis in cancer research: a review focused on statistical packages
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Neurochemical underpinning of hemodynamic response to neuropsychiatric drugs: A meta- and cluster analysis of preclinical studies
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Review of "Data Analysis with Open Source Tools" by Philipp K Janert
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Bioalerts: a python library for the derivation of structural alerts from bioactivity and toxicity data sets
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PyBioMed: a python library for various molecular representations of chemicals, proteins and DNAs and their interactions
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TeachOpenCADD: a teaching platform for computer-aided drug design using open source packages and data
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Bayesian optimization for conformer generation
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AutoGrow4: an open-source genetic algorithm for de novo drug design and lead optimization
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spyrmsd: symmetry-corrected RMSD calculations in Python
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Incorporating structural similarity into a scoring function to enhance the prediction of binding affinities
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Spinal Cord Morphology in Degenerative Cervical Myelopathy Patients; Assessing Key Morphological Characteristics Using Machine Vision Tools
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Prediction of Neurologically Intact Survival in Cardiac Arrest Patients without Pre-Hospital Return of Spontaneous Circulation: Machine Learning Approach
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Fecal Microbial Transplantation versus Mesalamine Enema for Treatment of Active Left-Sided Ulcerative Colitis—Results of a Randomized Controlled Trial
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Efficient calculation of SAMPL4 hydration free energies using OMEGA, SZYBKI, QUACPAC, and Zap TK
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Toolkits and Libraries for Deep Learning
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Literary reading and eating disorders: survey evidence of therapeutic help and harm
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Exploring the first Rimonabant analog-opioid peptide hybrid compound, as bivalent ligand for CB1 and opioid receptors
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Drivers of within-host genetic diversity in acute infections of viruses
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Comparison of virus neutralization activity and results of 10 different anti-SARS-CoV-2 serological tests in COVID-19 recovered plasma donors
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Automating tasks in protein structure determination with the clipper python module
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In‐depth interrogation of protein thermal unfolding data with <scp>MoltenProt</scp>
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Predicting the outcome of competition when fitness inequality is variable
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Strain differences in the collective behaviour of zebrafish (<i>Danio rerio</i>) in heterogeneous environment
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Machine learning methods for locating re-entrant drivers from electrograms in a model of atrial fibrillation
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Correlating <i>in vitro</i> performance with physico-chemical characteristics of nanofibrous scaffolds for skin tissue engineering using supervised machine learning algorithms
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Methods for analysing lineage tracing datasets
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Prostate cancer tumour control probability modelling for external beam radiotherapy based on multi-parametric MRI-GTV definition
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Application of machine learning to understand child marriage in India
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Endogenous variation in ventromedial prefrontal cortex state dynamics during naturalistic viewing reflects affective experience
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Spatiotemporal database of US congressional elections, 1896–2014
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A global dataset of CO2 emissions and ancillary data related to emissions for 343 cities
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Synthesis, optical imaging, and absorption spectroscopy data for 179072 metal oxides
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Energy refinement and analysis of structures in the QM9 database via a highly accurate quantum chemical method
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A 2D hyperspectral library of mineral reflectance, from 900 to 2500 nm
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X-ray nano-tomography of complete scales from the ultra-white beetles Lepidiota stigma and Cyphochilus
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PPDIST, global 0.1° daily and 3-hourly precipitation probability distribution climatologies for 1979–2018
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An annotated dataset of bioacoustic sensing and features of mosquitoes
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Data-science ready, multisite, human diffusion MRI white-matter-tract statistics
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Distinct roles of the RasGAP family proteins in C. elegans associative learning and memory
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Exploring Host-Microbiome Interactions using an in Silico Model of Biomimetic Robots and Engineered Living Cells
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Substrate engagement of integrins α5β1 and αvβ3 is necessary, but not sufficient, for high directional persistence in migration on fibronectin
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Simultaneous Analysis of Secondary Structure and Light Scattering from Circular Dichroism Titrations: Application to Vectofusin-1
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Transcriptomic analysis of short-fruit 1 (sf1) reveals new insights into the variation of fruit-related traits in Cucumis sativus
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Exploring the Sequence-based Prediction of Folding Initiation Sites in Proteins
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Doping colloidal bcc crystals — interstitial solids and meta-stable clusters
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A generalized simulation development approach for predicting refugee destinations
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Computational derivation of a molecular framework for hair follicle biology from disease genes
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Bayesian Analysis of MicroScale Thermophoresis Data to Quantify Affinity of Protein:Protein Interactions with Human Survivin
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Profiling invasive Plasmodium falciparum merozoites using an integrated omics approach
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A hippocampo-cerebellar centred network for the learning and execution of sequence-based navigation
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EEG Analytics for Early Detection of Autism Spectrum Disorder: A data-driven approach
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Extracting biological age from biomedical data via deep learning: too much of a good thing?
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Instant Clue: A Software Suite for Interactive Data Visualization and Analysis
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Using volunteered observations to map human exposure to ticks
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Spectrum of Microbial Sequences and a Bacterial Cell Wall Antigen in Primary Demyelination Brain Specimens Obtained from Living Patients
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Flexible updating of dynamic knowledge structures
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Automated behavioural analysis reveals the basic behavioural repertoire of the urochordate Ciona intestinalis
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Insights into the antigenic advancement of influenza A(H3N2) viruses, 2011–2018
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Evolutionary constraints on the complexity of genetic regulatory networks allow predictions of the total number of genetic interactions
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Correcting locomotion dependent observation biases in thermal preference of Drosophila
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Single-trial classification of awareness state during anesthesia by measuring critical dynamics of global brain activity
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Meta-path Based Prioritization of Functional Drug Actions with Multi-Level Biological Networks
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Predicting the decision making chemicals used for bacterial growth
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Y-chromosomal connection between Hungarians and geographically distant populations of the Ural Mountain region and West Siberia
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Transcript expression profiling in two contrasting cultivars and molecular cloning of a SKP-1 like gene, a component of SCF-ubiquitin proteasome system from mungbean Vigna radiate L.
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Using weather radar to monitor the number, timing and directions of flying-foxes emerging from their roosts
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High-throughput stability screening for detergent-solubilized membrane proteins
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Real-Time Selective Sequencing with RUBRIC: Read Until with Basecall and Reference-Informed Criteria
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Author Correction: Exploring the Sequence-based Prediction of Folding Initiation Sites in Proteins
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Transcriptomic analysis reveals new hippocampal gene networks induced by prolactin
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Signal flow control of complex signaling networks
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Generalizing the inverse FFT off the unit circle
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NMR-based metabolic profiling and comparison of Japanese persimmon cultivars
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Murine xenograft bioreactors for human immunopeptidome discovery
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The Role of Parvalbumin-positive Interneurons in Auditory Steady-State Response Deficits in Schizophrenia
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Clustering of atomic displacement parameters in bovine trypsin reveals a distributed lattice of atoms with shared chemical properties
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Chronotype assessment via a large scale socio-demographic survey favours yearlong Standard time over Daylight Saving Time in central Europe
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Nationwide prediction of type 2 diabetes comorbidities
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Similar genomic patterns of clinical infective endocarditis and oral isolates of Streptococcus sanguinis and Streptococcus gordonii
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Engineering Meteorological Features to Select Stress Tolerant Hybrids in Maize
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Hierarchical clustering of MS/MS spectra from the firefly metabolome identifies new lucibufagin compounds
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Formation of an electrical coupling between differentiating cardiomyocytes
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Nonlinear Analysis of Visually Normal EEGs to Differentiate Benign Childhood Epilepsy with Centrotemporal Spikes (BECTS)
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Toffee – a highly efficient, lossless file format for DIA-MS
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Full Spectrum Raman Excitation Mapping Spectroscopy
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Cell type specific adhesion to surfaces functionalised by amine plasma polymers
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The development of a scoring and ranking strategy for a patient-tailored adverse drug reaction prediction in polypharmacy
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Horseback riding pathways and harbors at the beginning of the colonial era in Mexico
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Standardization procedure for flow cytometry data harmonization in prospective multicenter studies
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Three-dimensional bright-field microscopy with isotropic resolution based on multi-view acquisition and image fusion reconstruction
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Noninvasive estimation of aortic hemodynamics and cardiac contractility using machine learning
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Northstar enables automatic classification of known and novel cell types from tumor samples
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Synchrotron-based FTIR microspectroscopy of protein aggregation and lipids peroxidation changes in human cataractous lens epithelial cells
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Automatic classification of healthy and disease conditions from images or digital standard 12-lead electrocardiograms
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Sea ice variability and maritime activity around Svalbard in the period 2012–2019
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Lateral diffusion of CD14 and TLR2 in macrophage plasma membrane assessed by raster image correlation spectroscopy and single particle tracking
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A potential energy and mutual information based link prediction approach for bipartite networks
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Meta-analysis of viscosity of aqueous deep eutectic solvents and their components
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A novel retinal ganglion cell quantification tool based on deep learning
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Connecting complex networks to nonadditive entropies
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PACIFIC: a lightweight deep-learning classifier of SARS-CoV-2 and co-infecting RNA viruses
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Early risk assessment for COVID-19 patients from emergency department data using machine learning
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Continuous glucose monitoring during pregnancy in healthy mice
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The concerted emergence of well-known spatial and temporal ecological patterns in an evolutionary food web model in space
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A novel Python module for statistical analysis of turbulence (P-SAT) in geophysical flows
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Analysis of the response of the cell membrane of Saccharomyces cerevisiae during the detoxification of common lignocellulosic inhibitors
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Hierarchical carrier transport simulator for defected nanoparticle solids
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Feasibility of predicting allele specific expression from DNA sequencing using machine learning
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Glycoproteomic analysis of the changes in protein N-glycosylation during neuronal differentiation in human-induced pluripotent stem cells and derived neuronal cells
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Common neurobiological correlates of resilience and personality traits within the triple resting-state brain networks assessed by 7-Tesla ultra-high field MRI
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Multivariable mortality risk prediction using machine learning for COVID-19 patients at admission (AICOVID)
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Semantic segmentation of PolSAR image data using advanced deep learning model
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Sublinear domination and core–periphery networks
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An experimentally informed statistical elasto-plastic mineralised collagen fibre model at the micrometre and nanometre lengthscale
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Geographic source estimation using airborne plant environmental DNA in dust
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Tandem domain structure determination based on a systematic enumeration of conformations
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The Preventable Risk Integrated ModEl and Its Use to Estimate the Health Impact of Public Health Policy Scenarios
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Estimating the Underwater Diffuse Attenuation Coefficient with a Low-Cost Instrument: The KdUINO DIY Buoy
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Comparative Study of Neural Network Frameworks for the Next Generation of Adaptive Optics Systems
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Characterizing Focused Attention and Working Memory Using EEG
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Enhancement of Localization Systems in NLOS Urban Scenario with Multipath Ray Tracing Fingerprints and Machine Learning
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A Comparison of Machine Learning and Deep Learning Techniques for Activity Recognition using Mobile Devices
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Smartbins: Using Intelligent Harvest Baskets to Estimate the Stages of Berry Harvesting
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Smart Management Consumption in Renewable Energy Fed Ecosystems
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Speckle Noise Filtering in Side-Scan Sonar Images Based on the Tucker Tensor Decomposition
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Validation of Wireless Sensors for Psychophysiological Studies
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PACO: Python-Based Atmospheric Correction
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Mind Wandering in a Multimodal Reading Setting: Behavior Analysis &amp; Automatic Detection Using Eye-Tracking and an EDA Sensor
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Data-Driven Cervical Cancer Prediction Model with Outlier Detection and Over-Sampling Methods
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A Safe Charging Algorithm Based on Multiple Mobile Chargers
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Image-Processing-Based Low-Cost Fault Detection Solution for End-of-Line ECUs in Automotive Manufacturing
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Comparing Person-Specific and Independent Models on Subject-Dependent and Independent Human Activity Recognition Performance
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Malware Detection of Hangul Word Processor Files Using Spatial Pyramid Average Pooling
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Lightweight Driver Behavior Identification Model with Sparse Learning on In-Vehicle CAN-BUS Sensor Data
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Generalized Deep Neural Network Model for Cuffless Blood Pressure Estimation with Photoplethysmogram Signal Only
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Blood Stain Classification with Hyperspectral Imaging and Deep Neural Networks
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Deep Convolutional and LSTM Networks on Multi-Channel Time Series Data for Gait Phase Recognition
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Obstruction-Aware Signal-Loss-Tolerant Indoor Positioning Using Bluetooth Low Energy
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A Do-It-Yourself Hyperspectral Imager Brought to Practice with Open-Source Python
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Detecting Anomalous Transactions via an IoT Based Application: A Machine Learning Approach for Horse Racing Betting
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Classification of Skin Disease Using Deep Learning Neural Networks with MobileNet V2 and LSTM
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An Evaluation of Motion Trackers with Virtual Reality Sensor Technology in Comparison to a Marker-Based Motion Capture System Based on Joint Angles for Ergonomic Risk Assessment
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Hand Gesture Recognition Using EGaIn-Silicone Soft Sensors
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Sensing Optimum in the Raw: Leveraging the Raw-Data Imaging Capabilities of Raspberry Pi for Diagnostics Applications
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Climate-Aware and IoT-Enabled Selection of the Most Suitable Stone Fruit Tree Variety
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Evaluation of Open-Source and Pre-Trained Deep Convolutional Neural Networks Suitable for Player Detection and Motion Analysis in Squash
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Particle Classification through the Analysis of the Forward Scattered Signal in Optical Tweezers
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Evolving convolutional neural network parameters through the genetic algorithm for the breast cancer classification problem
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Flow: Statistics, visualization and informatics for flow cytometry
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Motmot, an open-source toolkit for realtime video acquisition and analysis
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An Analysis of Sport-Specific Pain Symptoms through Inter-Individual Training Differences in CrossFit
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Computing symmetrical strength of N-grams: a two pass filtering approach in automatic classification of text documents
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Liquid-like and rigid-body motions in molecular-dynamics simulations of a crystalline protein
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Insights into How Nucleotide-Binding Domains Power ABC Transport
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The Role of the Membrane in the Structure and Biophysical Robustness of the Dengue Virion Envelope
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Dynamic Susceptibility Contrast-MRI Quantification Software Tool: Development and Evaluation
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Automatic Detection of Diabetic Retinopathy in Retinal Fundus Photographs Based on Deep Learning Algorithm
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A Near-Complete Haplotype-Phased Genome of the Dikaryotic Wheat Stripe Rust Fungus <i>Puccinia striiformis</i> f. sp. <i>tritici</i> Reveals High Interhaplotype Diversity
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A Master Regulator of Bacteroides thetaiotaomicron Gut Colonization Controls Carbohydrate Utilization and an Alternative Protein Synthesis Factor
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A Multiplex Fluidic Chip for Rapid Phenotypic Antibiotic Susceptibility Testing
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Calour: an Interactive, Microbe-Centric Analysis Tool
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Emergent Subpopulation Behavior Uncovered with a Community Dynamic Metabolic Model of <i>Escherichia coli</i> Diauxic Growth
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manta: a Clustering Algorithm for Weighted Ecological Networks
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Separation of Donor and Recipient Microbial Diversity Allows Determination of Taxonomic and Functional Features of Gut Microbiota Restructuring following Fecal Transplantation
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Food or just a free ride? A meta-analysis reveals the global diversity of the Plastisphere
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Unwarping GISAXS data
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Photocage-initiated time-resolved solution X-ray scattering investigation of protein dimerization
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Serial snapshot crystallography for materials science with SwissFEL
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Healing X-ray scattering images
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Optimizing the usage of pupillary based indicators for cognitive workload
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Bruise dating using deep learning
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Proteomic Analysis of Pathogenic Fungi Reveals Highly Expressed Conserved Cell Wall Proteins
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Prediction Model of Anastomotic Leakage Among Esophageal Cancer Patients After Receiving an Esophagectomy: Machine Learning Approach
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Privacy-Preserving Analysis of Distributed Biomedical Data: Designing Efficient and Secure Multiparty Computations Using Distributed Statistical Learning Theory
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Predicting Adverse Outcomes for Febrile Patients in the Emergency Department Using Sparse Laboratory Data: Development of a Time Adaptive Model
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Deep Learning Algorithms with Demographic Information Help to Detect Tuberculosis in Chest Radiographs in Annual Workers’ Health Examination Data
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Teleconsultations between Patients and Healthcare Professionals in Primary Care in Catalonia: The Evaluation of Text Classification Algorithms Using Supervised Machine Learning
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“Better If They Laugh with Me than at Me”: The Role of Humor in Coping with Obesity-Related Stigma in Women
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SARS‐CoV‐2 rapid antigen test: Fast‐safe or dangerous? An analysis in the emergency department of an university hospital
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Improving the iterative Linear Interaction Energy approach using automated recognition of configurational transitions
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Temporal chunking as a mechanism for unsupervised learning of task-sets
Last synced: 2 days ago
Feedback inhibition and its control in an insect olfactory circuit
Last synced: 2 days ago
Escape from neutralizing antibodies by SARS-CoV-2 spike protein variants
Last synced: 2 days ago
A decentralised neural model explaining optimal integration of navigational strategies in insects
Last synced: 2 days ago
Mouse color and wavelength-specific luminance contrast sensitivity are non-uniform across visual space
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Heterogeneous T cell motility behaviors emerge from a coupling between speed and turning in vivo
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Non-linear dimensionality reduction on extracellular waveforms reveals cell type diversity in premotor cortex
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A Mammalian enhancer trap resource for discovering and manipulating neuronal cell types
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Stochastic tuning of gene expression enables cellular adaptation in the absence of pre-existing regulatory circuitry
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Neural coding in barrel cortex during whisker-guided locomotion
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Precise excitation-inhibition balance controls gain and timing in the hippocampus
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Temporal integration of auxin information for the regulation of patterning
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Topological signatures in regulatory network enable phenotypic heterogeneity in small cell lung cancer
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TRex, a fast multi-animal tracking system with markerless identification, and 2D estimation of posture and visual fields
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The solubility product extends the buffering concept to heterotypic biomolecular condensates
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Standardized and reproducible measurement of decision-making in mice
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Persistent epigenetic memory impedes rescue of the telomeric phenotype in human ICF iPSCs following DNMT3B correction
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Systematic identification of mutations and copy number alterations associated with cancer patient prognosis
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A phylogenetic transform enhances analysis of compositional microbiota data
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Predicting geographic location from genetic variation with deep neural networks
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From plasmodesma geometry to effective symplasmic permeability through biophysical modelling
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Spatial sampling in human visual cortex is modulated by both spatial and feature-based attention
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Population genomics of intrapatient HIV-1 evolution
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Single-cell transcriptional dynamics of flavivirus infection
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Visualizing anatomically registered data with brainrender
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An image-based data-driven analysis of cellular architecture in a developing tissue
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Initiation of chromosome replication controls both division and replication cycles in E. coli through a double-adder mechanism
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Parallel CRISPR-Cas9 screens clarify impacts of p53 on screen performance
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Human ORC/MCM density is low in active genes and correlates with replication time but does not delimit initiation zones
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Population coupling predicts the plasticity of stimulus responses in cortical circuits
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Antagonistic regulation by insulin-like peptide and activin ensures the elaboration of appropriate dendritic field sizes of amacrine neurons
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Real-time, low-latency closed-loop feedback using markerless posture tracking
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Respiratory syncytial virus co-opts host mitochondrial function to favour infectious virus production
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Osmolarity-independent electrical cues guide rapid response to injury in zebrafish epidermis
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Modulation of formin processivity by profilin and mechanical tension
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Wnt/PCP controls spreading of Wnt/β-catenin signals by cytonemes in vertebrates
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Genome-Wide Identification and Characterization of the Mitochondrial Transcription Termination Factors (mTERFs) in Capsicum annuum L.
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Comparing a Query Compound with Drug Target Classes Using 3D-Chemical Similarity
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Identification of Gastritis Subtypes by Convolutional Neuronal Networks on Histological Images of Antrum and Corpus Biopsies
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LncLocation: Efficient Subcellular Location Prediction of Long Non-Coding RNA-Based Multi-Source Heterogeneous Feature Fusion
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MRI Radiomic Features to Predict IDH1 Mutation Status in Gliomas: A Machine Learning Approach using Gradient Tree Boosting
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MET Exon 14 Skipping: A Case Study for the Detection of Genetic Variants in Cancer Driver Genes by Deep Learning
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Compatibility of Distinct Label-Free Proteomic Workflows in Absolute Quantification of Proteins Linked to the Oocyte Quality in Human Follicular Fluid
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Use of Patient-Reported Symptoms from an Online Symptom Tracking Tool for Dementia Severity Staging: Development and Validation of a Machine Learning Approach
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User Perspectives of Diet-Tracking Apps: Reviews Content Analysis and Topic Modeling
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The Association Between Medication Adherence for Chronic Conditions and Digital Health Activity Tracking: Retrospective Analysis
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Evaluation of M2-like macrophage enrichment after diffuse traumatic brain injury through transient interleukin-4 expression from engineered mesenchymal stromal cells
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Within-cycle instantaneous frequency profiles report oscillatory waveform dynamics
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Focal Local Field Potential Signature of the Single-Axon Monosynaptic Thalamocortical Connection
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q2-sample-classifier: machine-learning tools for microbiome classification and regression
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CMakeCatchTemplate: A C++ template project
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PyBIDS: Python tools for BIDS datasets
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OutLyzer: software for extracting low-allele-frequency tumor mutations from sequencing background noise in clinical practice
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The landscape of novel and complementary targets for immunotherapy: an analysis of gene expression in the tumor microenvironment
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Body Mass Index and Birth Weight Improve Polygenic Risk Score for Type 2 Diabetes
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Modelling microbial communities using biochemical resource allocation analysis
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Multi-camera real-time three-dimensional tracking of multiple flying animals
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Microscope-AOtools: a generalised adaptive optics implementation
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Reconstruction of Average Subtracted Tubular Regions (RASTR) enables structure determination of tubular filaments by cryo-EM
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X-ray Spectral Imaging Program: XSIP
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High-resolution macromolecular crystallography at the FemtoMAX beamline with time-over-threshold photon detection
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Automated data collection and real-time data analysis suite for serial synchrotron crystallography
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Solution scattering at the Life Science X-ray Scattering (LiX) beamline
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The Future Is Open: Open-Source Tools for Behavioral Neuroscience Research
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Circuit and Cellular Mechanisms Facilitate the Transformation from Dense to Sparse Coding in the Insect Olfactory System
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Committers

Last synced: 2 days ago

All Time
  • Total Commits: 31,300
  • Total Committers: 2,032
  • Avg Commits per committer: 15.404
  • Development Distribution Score (DDS): 0.925
Past Year
  • Commits: 1,765
  • Committers: 213
  • Avg Commits per committer: 8.286
  • Development Distribution Score (DDS): 0.67
Top Committers
Name Email Commits
Charles Harris c****s@g****m 2,343
Sebastian Berg s****n@s****t 2,035
Travis Oliphant t****t@g****m 2,013
David Cournapeau c****e@g****m 1,475
Matti Picus m****s@g****m 1,205
Pearu Peterson p****n@g****m 1,099
Eric Wieser w****c@g****m 1,022
Joren Hammudoglu j****u@g****m 923
Ralf Gommers r****s@g****m 909
Pauli Virtanen p****v@i****i 806
Bas van Beek b****k@v****l 761
Mark Wiebe m****e@g****m 734
Nathan Goldbaum n****m@g****m 577
Julian Taylor j****8@g****m 517
Stefan van der Walt s****v@b****u 513
dependabot[bot] 4****] 450
Raghuveer Devulapalli m****r@g****m 316
Rohit Goswami r****2@h****s 297
Sayed Awad s****o@i****m 281
Dimitri Papadopoulos Orfanos 3****s 267
Warren Weckesser w****r@g****m 257
Kevin Sheppard k****d@g****m 252
Marten van Kerkwijk m****k@a****a 249
Eric Jones e****c@e****m 248
Aaron Meurer a****r@g****m 246
David M Cooke c****m@l****t 244
Robert Kern r****n@e****m 234
Mateusz Sokół m****6@g****m 229
Pierre GM p****e@g****m 197
Ross Barnowski r****r@b****u 181
and 2,002 more...
Committer Domains (Top 20 + Academic)
google.com: 15 enthought.com: 12 intel.com: 8 redhat.com: 6 qq.com: 6 ibm.com: 5 mit.edu: 5 continuum.io: 5 berkeley.edu: 5 posteo.de: 5 gmx.net: 4 uw.edu: 4 nasa.gov: 4 microsoft.com: 4 gmx.de: 4 foxmail.com: 4 msn.com: 3 lbl.gov: 3 python.org: 3 inria.fr: 3 umich.edu: 3 stanford.edu: 2 tuwien.ac.at: 2 cam.ac.uk: 2 illinois.edu: 2 mail.mcgill.ca: 2 umn.edu: 2 imperial.ac.uk: 2 ed.ac.uk: 2 tum.de: 2 oregonstate.edu: 2 dickinson.edu: 2 cmat.edu.uy: 1 physik.uni-bielefeld.de: 1 student.tudelft.nl: 1 uri.edu: 1 uni-bonn.de: 1 stern.nyu.edu: 1 stsci.edu: 1 u.nus.edu: 1 monash.edu: 1 alum.utoronto.ca: 1 cfa.harvard.edu: 1 mayo.edu: 1 geophysik.uni-muenchen.de: 1 mail.huji.ac.il: 1 knights.ucf.edu: 1 cars.uchicago.edu: 1 lanl.gov: 1 ska.ac.za: 1 physics.ubc.ca: 1 virginia.edu: 1 bham.ac.uk: 1 geo.uni-bonn.de: 1 math.ucdavis.edu: 1 wildcats.unh.edu: 1 pcampus.edu.np: 1 astro.physik.uni-goettingen.de: 1 ualberta.ca: 1 informatik.uni-kiel.de: 1 bnl.gov: 1 colorado.edu: 1 flatironinstitute.org: 1 math.stanford.edu: 1 andrew.cmu.edu: 1 vu.nl: 1 astro.utoronto.ca: 1 uci.edu: 1 ncsu.edu: 1 calpoly.edu: 1 ufl.edu: 1 srmuniv.edu.in: 1 ligo.org: 1 fudan.edu.cn: 1 noaa.gov: 1 cs.berkeley.edu: 1 kth.se: 1 sussex.ac.uk: 1 ku.edu.tr: 1 math.utah.edu: 1 byui.edu: 1 student.usyd.edu.au: 1 hawaii.edu: 1 mpa-garching.mpg.de: 1 alum.mit.edu: 1 cornell.edu: 1 utexas.edu: 1 ds.mpg.de: 1 metu.edu.tr: 1 ucsd.edu: 1 fri.uni-lj.si: 1 nau.edu: 1 uni-jena.de: 1 sydney.edu.au: 1 colgate.edu: 1 uj.edu.pl: 1 duke.edu: 1 mail.uc.edu: 1 mail.sdsu.edu: 1 univ-rennes1.fr: 1 nbi.ku.dk: 1 swansea.ac.uk: 1 ethz.ch: 1 zeu.uni-giessen.de: 1 physik.fu-berlin.de: 1 nottingham.ac.uk: 1 physik.uni-augsburg.de: 1 jhu.edu: 1 fci.helwan.edu.eg: 1 uni-mainz.de: 1 wehi.edu.au: 1 alunos.utfpr.edu.br: 1 tepper.cmu.edu: 1 student.rug.nl: 1 data61.csiro.au: 1 al.insper.edu.br: 1 mpl.mpg.de: 1 purdue.edu: 1 fz-juelich.de: 1 ist.ucf.edu: 1 ucl.ac.uk: 1 begws92.beg.utexas.edu: 1 haverford.edu: 1 kiit.ac.in: 1 cern.ch: 1 mpibpc.mpg.de: 1 linux.ucla.edu: 1 anu.edu.au: 1 eng.ucsd.edu: 1 uni-hamburg.de: 1 student.uni-augsburg.de: 1 unibas.ch: 1 tacc.utexas.edu: 1 ncas.ac.uk: 1 ens.fr: 1 ucdavis.edu: 1 uchicago.edu: 1 lums.edu.pk: 1 in.tum.de: 1 phystech.edu: 1 alumni.iitm.ac.in: 1 students.iitmandi.ac.in: 1 udo.edu: 1 spu.edu: 1

Issues and Pull Requests

Last synced: 2 days ago

All Time
  • Total issues: 2,857
  • Total pull requests: 6,503
  • Average time to close issues: about 1 year
  • Average time to close pull requests: about 1 month
  • Total issue authors: 1,683
  • Total pull request authors: 823
  • Average comments per issue: 4.87
  • Average comments per pull request: 2.65
  • Merged pull requests: 4,752
  • Bot issues: 4
  • Bot pull requests: 377
Past Year
  • Issues: 225
  • Pull requests: 731
  • Average time to close issues: 16 days
  • Average time to close pull requests: 7 days
  • Issue authors: 144
  • Pull request authors: 203
  • Average comments per issue: 3.26
  • Average comments per pull request: 2.3
  • Merged pull requests: 338
  • Bot issues: 2
  • Bot pull requests: 54
View more stats
Top Authors
Issue Authors
  • ngoldbaum (90)
  • seberg (76)
  • charris (75)
  • mattip (61)
  • rgommers (50)
  • HaoZeke (32)
  • eric-wieser (26)
  • jorenham (26)
  • mhvk (23)
  • neutrinoceros (16)
  • hawkinsp (16)
  • h-vetinari (15)
  • WarrenWeckesser (15)
  • bersbersbers (15)
  • jakevdp (15)
Pull Request Authors
  • charris (1,163)
  • jorenham (542)
  • ngoldbaum (384)
  • dependabot[bot] (377)
  • seberg (310)
  • rgommers (180)
  • mattip (171)
  • DimitriPapadopoulos (151)
  • mtsokol (144)
  • MarcoGorelli (121)
  • eendebakpt (109)
  • F3eQnxN3RriK (69)
  • WarrenWeckesser (65)
  • mhvk (64)
  • HaoZeke (61)
Top Labels
Issue Labels
00 - Bug (1,238) 04 - Documentation (347) 01 - Enhancement (177) component: numpy.f2py (120) 57 - Close? (115) 32 - Installation (110) 33 - Question (99) Static typing (83) component: numpy._core (49) sprintable (43) component: numpy.distutils (42) 03 - Maintenance (41) component: numpy.core (41) component: numpy.ma (41) component: SIMD (39) component: numpy.random (37) component: CI (37) component: numpy.lib (34) 41 - Static typing (32) 17 - Task (31) component: build (27) component: numpy.dtype (27) component: numpy.linalg (27) 39 - free-threading (27) 23 - Wish List (23) 06 - Regression (23) 15 - Discussion (22) Numpy 2.0 API Changes (21) component: numpy.ufunc (21) 62 - Python API (18)
Pull Request Labels
03 - Maintenance (1,548) 00 - Bug (1,115) 04 - Documentation (952) 08 - Backport (869) 01 - Enhancement (601) 41 - Static typing (470) 09 - Backport-Candidate (323) 36 - Build (271) Static typing (269) component: CI (203) 05 - Testing (196) component: numpy.f2py (177) 30 - API (138) component: SIMD (110) 39 - free-threading (107) numtype (99) component: numpy.ma (95) 14 - Release (91) Numpy 2.0 API Changes (80) component: numpy._core (78) Patch (62) Meson (58) component: numpy.lib (55) 56 - Needs Release Note. (52) 07 - Deprecation (51) 39 - no-GIL (44) triage review (40) component: numpy.random (38) 25 - WIP (36) component: build (35)

Packages

  • Total packages: 9
  • Total downloads:
    • conda 139,506,380 total
    • pypi 663,399,446 last-month
  • Total docker downloads: 3,187,959,989
  • Total dependent packages: 40,761
    (may contain duplicates)
  • Total dependent repositories: 516,235
    (may contain duplicates)
  • Total versions: 688
  • Total maintainers: 8
  • Total advisories: 8
pypi.org: numpy

Fundamental package for array computing in Python

  • Documentation: https://numpy.readthedocs.io/
  • License: BSD-3-Clause AND 0BSD AND MIT AND Zlib AND CC0-1.0
  • Latest release: 2.4.2
    published 5 months ago
  • Versions: 175
  • Dependent Packages: 36,144
  • Dependent Repositories: 487,463
  • Downloads: 663,399,242 Last month
  • Docker Downloads: 3,187,959,989
Rankings
Dependent packages count: 0.0%
Dependent repos count: 0.0%
Downloads: 0.0%
Docker downloads count: 0.0%
Average: 0.1%
Forks count: 0.1%
Stargazers count: 0.2%
Maintainers (5)
rgommers matthew.brett mattip teoliphant charlesr.harris
Advisories (8)
Last synced: 4 months ago
conda-forge.org: numpy

NumPy is the fundamental package needed for scientific computing with Python.

  • Homepage: http://numpy.org/
  • License: BSD-3-Clause
  • Latest release: 1.23.4
    published over 3 years ago
  • Versions: 67
  • Dependent Packages: 4,332
  • Dependent Repositories: 13,512
  • Downloads: 128,153,132 Total
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Average: 0.7%
Forks count: 1.1%
Stargazers count: 1.5%
Last synced: 3 months ago
anaconda.org: numpy

NumPy is the fundamental package needed for scientific computing with Python.

  • Homepage: https://numpy.org
  • License: BSD-3-Clause AND 0BSD AND MIT AND Zlib AND CC0-1.0
  • Latest release: 2.4.6
    published about 1 month ago
  • Versions: 70
  • Dependent Packages: 275
  • Dependent Repositories: 13,512
  • Downloads: 5,829,405 Total
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.1%
Average: 1.8%
Forks count: 3.1%
Stargazers count: 3.9%
Last synced: about 1 month ago
pypi.org: intel-numpy

NumPy is the fundamental package for array computing with Python.

  • Versions: 4
  • Dependent Packages: 4
  • Dependent Repositories: 38
  • Downloads: 190 Last month
Rankings
Forks count: 0.1%
Stargazers count: 0.1%
Average: 2.1%
Dependent repos count: 2.4%
Dependent packages count: 2.4%
Downloads: 5.6%
Maintainers (2)
sat-bot Intel-Python
Last synced: 9 days ago
proxy.golang.org: github.com/numpy/numpy
  • Versions: 133
  • Dependent Packages: 0
  • Dependent Repositories: 1
Rankings
Forks count: 0.0%
Stargazers count: 0.1%
Average: 3.6%
Dependent repos count: 4.7%
Dependent packages count: 9.6%
Last synced: 3 months ago
anaconda.org: numpy-base

NumPy is the fundamental package needed for scientific computing with Python.

  • Homepage: https://numpy.org
  • License: BSD-3-Clause AND 0BSD AND MIT AND Zlib AND CC0-1.0
  • Latest release: 2.4.6
    published about 1 month ago
  • Versions: 62
  • Dependent Packages: 5
  • Dependent Repositories: 1,707
  • Downloads: 5,523,843 Total
Rankings
Dependent repos count: 2.1%
Forks count: 3.1%
Stargazers count: 3.9%
Average: 4.5%
Dependent packages count: 8.8%
Last synced: about 1 month ago
proxy.golang.org: github.com/numpy/Numpy
  • Versions: 154
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 4.8%
Average: 5.0%
Dependent repos count: 5.1%
Last synced: 9 days ago
pypi.org: numpy-mips64

NumPy is the fundamental package for array computing with Python.

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 14 Last month
Rankings
Forks count: 0.1%
Stargazers count: 0.1%
Dependent packages count: 10.1%
Average: 12.3%
Dependent repos count: 21.5%
Downloads: 29.5%
Maintainers (1)
qianleizhu
Last synced: 9 days ago
anaconda.org: numpy-devel

NumPy is the fundamental package needed for scientific computing with Python.

  • Versions: 22
  • Dependent Packages: 1
  • Dependent Repositories: 1
Rankings
Forks count: 3.1%
Stargazers count: 3.9%
Average: 22.3%
Dependent packages count: 30.7%
Dependent repos count: 51.4%
Last synced: 3 months ago

Dependencies

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