api backward-compatibility breaking-changes package pypi python semver

conda-forge hpc mpi mpi4py numba pypi-package python

hydrological-data-analysis hydrology python

data-analysis lammps molecular-dynamics python vasp

arvados aws azure bigdata bioinformatics cloud cluster cwl docker gcp genomics go python ruby workflow workflow-engine

bbglab bioinformatics openvar openvariant python

clinical-data-warehouse data-science medical omop python

dataclasses pandas python specifications typing

client cookies forhumans http humans python python-requests requests

astrocyte brain coronavirus covid19 dti glucose-levels immune-system molecular-biology neuroimaging neuron neurosimulation python raytracing rendering-engine sars-cov-2 science vasculature viral-infection virology virus

hyperspectral-images machine-learning multispectral-images python spectral-analysis spectral-data spectral-imaging

calendar conversion converter date gregorian hijri islamic python saudi-arabia ummalqura ummulqura

audio deep-learning machine-learning mir music music-generation music-information-retrieval python symbolic

hep-ph high-energy-physics physics python

diffraction diffraction-analysis diffraction-tomography electron-diffraction hyperspy hyperspy-extension python

calving climate glacier global ice-dynamics mass-balance model python sea-level

data-drift data-science data-validation deep-learning html-report jupyter-notebook machine-learning ml mlops model-monitoring model-validation pandas-dataframe python pytorch

cpp levenshtein levenshtein-distance python string-comparison string-matching string-similarity

data-science graph graph-statistics machine-learning networks python

bayesian confidence-intervals numpy python statistics

data-analysis data-mining data-mining-algorithms gsp pattern-recognition python sequence-mining sequential-patterns

baseline-correction chemometrics cnn-keras data-augmentation deep-learning machine-learning pca-analysis preprocessing python raman-spectroscopy sers unsupervised-learning vibrational-spectroscopy

classification confidence-intervals conformal-prediction data-science python regression sklearn

astronomy light-curves python variable-stars

biological-simulations computational-neuroscience cross-platform electrophysiology evolutionary-algorithms genetic-algorithm modelling neurons neuroscience optimisations parameter python

enrichment-analysis kegg kegg-pathway python

decoding dna-to-text encoding genespeak python text-to-dna

genetic-algorithm hacktoberfest hacktoberfest2021 heuristic-search-algorithms optimization-algorithms pypy3 python python3

fast-multipole-method fmm octree opencl parallel-algorithm parallel-computing pyopencl python quadtree scientific-computing shared-memory

dataset differential-privacy privacy python python3 synthetic-data synthetic-data-generator

copy deepcopy python

ca correspondence-analysis factor-analysis famd mca mfa multiple-correspondence-analysis multiple-factor-analysis pandas pca principal-component-analysis procrustes python scikit-learn svd

analysis astronomy astrophysics data data-visualization finite-element-analysis geophysics nuclear-engineering python scientific-computing scientific-visualization visualization

bioconda ensembl genome ncbi python ucsc

Engineering (40%)

automation automl automl-pipeline data-preprocessing data-science feature-selection label-encoder machine-learning onehot-encoder predictive-maintenance predictive-modeling preprocessing-pipeline python scikit-learn

ad algorithmic-differentiation automatic-differentiation calculus-of-variations constitution constitutive-model finite-element-analysis hyper-dual-numbers hyper-dual-tensors python scientific-computing tensor trailing-axes

deep-learning generative-models jax keras python pytorch tensorflow ultrasound-imaging

biochemical-networks cancer computational-biology digital-twin in-silico-clinical-trial kinetic-modeling patient-specific-modeling personalized-medicine precision-medicine precision-oncology python systems-biology systems-biology-simulation

causal-inference data-science double-machine-learning econometrics machine-learning python scikit-learn statistics

big-data java jdbc python r scala spark sql

data-science data-visualization matplotlib pypi-package python seaborn

geoparquet geospatial pandas python spatial

publications python

crystallography numpy orientation python quaternion texture

api-wrapper globalfishingwatch mapping python

automation chemical-kinetics cli computational-chemistry computational-chemistry-logfiles dsl first-principles in-silico library microkinetics modeling overreact python qrrho quantum-tunneling reactions rrho thermochemistry

deep-reinforcement-learning gym gym-env gymnasium machine-learning pettingzoo python reinforcement-learning rl-algorithms sumo traffic-signal-control

python twitter twitter-api

deep-learning directed-networks gnn graph-neural-netowrks machine-learning networks python pytorch pytorch-geometric signed-networks

packaging pip python

computer-vision data-cleaning gps-tracker graph intelligent-transportation-systems map-match map-matching maps network-graph networkx openstreetmap python snapping street-view topology tracking trajectory-analysis visualization

meta-analysis neuroimaging python

climate forcing hydrology python

conversion pandas-dataframe polars-dataframe python readstat sas7bdat spss stata-files

cubesat electric-fields ionosphere magnetosphere measurements nasa nasa-data netcdf plasma python radar-measurements satellite-data science-research space space-science thermosphere

fracture-mechanics python scr-2818 snl-applications statistical-mechanics thermodynamics

autogluon automated-machine-learning automl computer-vision data-science deep-learning ensemble-learning forecasting gluon hyperparameter-optimization machine-learning natural-language-processing object-detection python pytorch scikit-learn structured-data tabular-data time-series transfer-learning

algorithms audio audio-processing constant-q constant-q-transform cpp cqt dft digital-signal-processing dsp fft library python qdft rust sdft signal-processing sliding-dft variable-q vqt

closember dask hacktoberfest kd-tree numpy python resampling xarray

advection advection-diffusion atmospheric-modelling numba numerical-integration pde-solver pypi-package python research simulation

materials materials-informatics materials-science python science

clustering connectivity connectome dynamic eeg fc-states fmri functional-connectivity graph-analysis graph-distances graphs meg neuroimaging neuroscience python time-varying

bioinformatics metabolomics mwtab python workbench

conda cpp package-manager python

evolutionary-algorithms evolutionary-computation genetic-algorithms genetic-programming machine-learning python scikit-learn sklearn symbolic-regression

c distributed-computing docker hpc java pipeline-framework python singularity slurm workflow-management-system workflows

anndata bioinformatics data-science machine-learning python scanpy scverse transcriptomics visualize-data

metadata metadata-catalogue python scientific-data

python research-data research-data-management

noise python quantum quantum-computing simulation simulator

average-nucleotide-identity bioinformatics biopython orthoani python python-module

data-science data-visualization javascript maps python

format-reader image imagej life-sciences-image numpy ome-tiff python tiff whole-slide-imaging zarr

ebsd electron-backscatter-diffraction hyperspy hyperspy-extension pattern-matching python

python rabbitmq

arc-length mathematics numeric-continuation python scientific-computing solid-mechanics

interpretability machine-learning pipeline-framework python spectral-clustering xai

atmospheric-modelling microwave python radiative-transfer-models

numerical-optimization optimization python quadratic-programming solver

flask jinja pallets python web-framework werkzeug wsgi

bioinformatics htslib ngs python

data python

astronomy c-plus-plus cpp exoplanets gaussian-processes julia python stars time-series

fmri machine-learning multivariate neuroimaging-data python python-toolbox toolbox

colourmap conda-forge matplotlib pypi python scientific-visualization

cfradial dwr grid-radar imd jupyter-notebook pyart python qpe radar

ai anthropic gemini langchain llm openai python

data-engineering data-integration database etl knowledge-graph python r2rml rdf rdf-star rml

carpenter-lab cellprofiler cytominer image-processing microscopy morphological-profiling python way-lab

aiogram asyncio bot bot-framework python telegram-bot telegram-bot-api

census census-api python

colab deep-learning fastai gpu machine-learning notebooks python pytorch

build cuda deep-learning deep-learning-tutorial docker docker-compose machine-learning makefile mlops mlops-template python pytorch source source-python template template-repository wheel

climate conus data gridmet hydrology python webservice

astronomy azimuth elevation ephemeris python sidereal-time visualization

available-on-pypi name-generation name-generator names naming naming-conventions packaging packaging-tool pip-search pypi python python3

fusion-reactor modelling python tokamak uncertainty-quantification

ai artificial-intelligence bias deep-learning fairness fairness-ai fairness-ml machine-learning python pytorch

cloud-organisation python

convolutional-neural-networks deep-learning python