GitHub
ml4floods
An ecosystem of data, models and code pipelines to tackle flooding with ML🌊
https://github.com/libxsmm/libxsmm
Library for specialized dense and sparse matrix operations, and deep learning primitives.
genomeassembler
Assembly and scaffolding of haploid / unphased genomes from long ONT or PacBio HiFi reads
lfpykernels
Forward-model based calculations of causal spike-signal impulse response functions for finite-sized neuronal network models
ete3
Python package for building, comparing, annotating, manipulating and visualising trees. It provides a comprehensive API and a collection of command line tools, including utilities to work with the NCBI taxonomy tree.
https://github.com/sylabs/singularity
SingularityCE is the Community Edition of Singularity, an open source container platform designed to be simple, fast, and secure.
cifplayer
Minimalistic and fast HTML5 visualization of chemical structures in CIF, POSCAR, and OPTIMADE formats
https://github.com/atmoschem/vein
R+Fortran+OpenMP package to estimate Vehicular Emissions INventories VEIN.
StochasticGroundMotionSimulation
Ground-motion simulation via the Stochastic Method
work-set-clustering
A Python script to perform a clustering based on descriptive keys.
biorecap
Retrieve and summarize bioRxiv preprints with a local LLM using ollama
mlm-bias
Measuring Biases in Masked Language Models for PyTorch Transformers. Support for multiple social biases and evaluation measures.
dft_pib_code
Interactive Jupyter Notebooks for learning the fundamentals of Density-Functional Theory (DFT)
osemosys_pulp
OSeMOSYS_PuLP: A Stochastic Modelling Framework for Long-Term Energy Systems Modeling
constituent-treelib
A lightweight Python library for constructing, processing, and visualizing constituent trees.
dragonflye
:dragon: :fly: Assemble bacterial isolate genomes from Nanopore reads
vofotensors
Bauer, J. K., & Böhlke, T. (2022). Variety of fiber orientation tensors. Mathematics and Mechanics of Solids, 10812865211057602.
labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
argoonlineschool
Here you can find find the source code of the Argo Online school.
minsh
A minimal Python re-implementation of the A* with seed heuristic for exact global alignment (edit distance) in near-linear time
pykda
Python package for the Kemeny Decomposition Algorithm (KDA) together with some Markov chain tooling.
text2vec
text2vec, text to vector. 文本向量表征工具,把文本转化为向量矩阵,实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型,开箱即用。
compression_benchmark
Benchmarking FASTQ compression with 'mature' compression algorithms
topformer
TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation, CVPR2022
yolov7-sahi
A lightweight vision library for performing large scale object detection & instance segmentation
kgml_waterbody-area
Using knowledge-guided machine learning to assess patterns of areal change in waterbodies across the contiguous US
blockCV
The blockCV package creates spatially or environmentally separated training and testing folds for cross-validation to provide a robust error estimation in spatially structured environments. See
plnmodels
A collection of Poisson lognormal models for multivariate count data analysis
geoschem-gcpy
Python toolkit for GEOS-Chem. Contains basic plotting scripts, plus the suite of GEOS-Chem benchmarking utilities.
brms
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
swatpy
a set of python modules to work with the Soil and Water Assessment Tool (SWAT), including model run, programmatic config edits, simulation readouts and callibration with the fantastic SPOTPY package
cocolessons
Course material for the bilingual (Spanish, English) Code to Communicate program.
waveorder
Wave optical models and inverse algorithms for label-agnostic imaging of density & orientation.
mel-cepstral-distance
A Python library for computing the Mel-Cepstral Distance (Mel-Cepstral Distortion, MCD) between two inputs. This implementation is based on the method proposed by Robert F. Kubichek in "Mel-Cepstral Distance Measure for Objective Speech Quality Assessment".
BoundaryValueDiffEq
Boundary value problem (BVP) solvers for scientific machine learning (SciML)
tabula
tabula: An R Package for Analysis, Seriation, and Visualization of Archaeological Count Data - Published in JOSS (2019)
fathon
fathon: A Python package for a fast computation of detrendend fluctuation analysis and related algorithms - Published in JOSS (2020)
contrabass
Constraint-based model vulnerabilities analysis - Python analysis tool http://contrabass.unizar.es
transforemotion
Sentiment Analysis for Text, Image and Video Using Transformer Models
awesome-mmps
Corpus of resources for multimodal machine learning with physiological signals (mmps).
dtool-lookup-gui
Graphical user interface for dtool and dserver written in Python and GTK3.
hybpiper
Recovering genes from targeted sequence capture data
tsam
Time series aggregation module (tsam). Determines typical operation periods or dereases the temporal resolution. Accelerates model or experiment runs.
uncertainty-wizard
Uncertainty-Wizard is a plugin on top of tensorflow.keras, allowing to easily and efficiently create uncertainty-aware deep neural networks. Also useful if you want to train multiple small models in parallel.
https://github.com/cheind/py-motmetrics
:bar_chart: Benchmark multiple object trackers (MOT) in Python
https://github.com/cda-tum/mnt-siqad-plugins
Physical Simulation Engines for Silicon Dangling Bonds
LFAToolkit
Local Fourier Analysis for arbitrary order finite element type operators
metagem
:gem: An easy-to-use workflow for generating context specific genome-scale metabolic models and predicting metabolic interactions within microbial communities directly from metagenomic data