deep-learning python pytorch torchmanager

clustering datamade de-duplicating dedupe dedupe-library entity-resolution python python-library record-linkage

cheminformatics chemistry pubchem python

export geometry geometry-library geometry-processing georeferenced-data georeferencing geospatial geospatial-data import obj off ply python stl

nengo neural-networks neuroscience python

python

angular-spectrum-method diffraction diffraction-pattern diffraction-simulations holography optics physics physics-simulations python wave-optics

histogram python scikit-hep

bioinformatics charting dash data-science data-visualization finance flask gui-framework jupyter modeling plotly plotly-dash productivity python react rstats technical-computing web-app

covariance-model geospatial geostatistics kriging python science spatio-temporal srf statistics variogram variogram-estimation

data data-analysis data-science data-wrangling hugging-face image-data machine-learning nlp numpy pandas polars python scikit-learn

bioinformatics python

beta carpentry-lesson intermediate lesson python software-design software-development software-engineering-research training training-materials

data-visualization machine-learning materials-informatics materials-science matplotlib plotly plots python uncertainty uncertainty-calibration

python release semantic-version semantic-versioning semver semver-cli semver-format semver-release semver-tag version versioning versions

apple directx game-development gamedev graphics metal modular mojo opengl python vulkan

data-science hacktoberfest hypothesis-testing independence ksample-testing python

astronomy data-format deshima measurement-set python spectroscopy submillimeter

demand-flexibility energy energy-model energy-system-model energy-transition great-britain modelling open-source optimization power-systems pypsa python sector-coupling snakemake-workflow

color-scheme dracula gruvbox matplotlib matplotlib-style-sheets python solarized

cublas cuda cudnn cupy curand cusolver cusparse cusparselt cutensor gpu nccl numpy nvrtc nvtx python rocm scipy tensor

elo openskill openskill-py pypy python ranking ranking-system rating rating-system

distance-correlation python python2 python3 statistics

conda docker pytest python satay transposon yeast

elasticity fem finite-element-analysis finite-element-methods finite-elements gmsh meshes meshio pde-solver python scientific-computing solid-mechanics

jupyter-notebook python scattering

container-diff container-tree docker python singularity trie

Engineering (40%)

datanalytics geostatistics machine-learning python

imagezmq opencv-python python pyzmq raspberry-pi

api-wrapper python

fmri neuroimaging python surface-visualization

database density-functional-theory high-throughput-computing materials-informatics materials-science molecular-dynamics python

carbon-accounting carbon-emissions climate climate-change decarbonization eia electricity emissions epa ghg ghg-emissions open-data power-systems python

cpp python

earth-science fatiando-a-terra geophysics geoscience gravity inverse-problems magnetic-fields python scipy

fastapi json json-schema pydantic python sql sqlalchemy

debugging logging python python3 software-testing telemetry tracing

decentralized federated-analytics federated-computing federated-learning pet privacy-protection python

bert chatbot help-wanted natural-language-processing nlp oov preprocessing python python-spelling-corrector spacy spacy-extension spellcheck spellchecker spelling-correction spelling-corrections

anatomy neuroscience python visualization

cell-type-classification label-transfer machine-learning python scrna-seq single-cell

Earth and Environmental Sciences (40%) Economics (40%)

daq data-acquisition detector moku python research threshold trigger

data-integration data-manipulation genomics multi-omics python

Mathematics Sociology Biology

dataclasses python specifications typing xarray

code-generation isl loop-optimization polyhedral-model python wrapper

c c-plus-plus csharp fortran fundamental-parameters idl java lua multi-platform objective-c pascal perl php python ruby x-ray-crystallography x-ray-fluorescence x-ray-physics

ansi-colors cli click cloup colorization console json logging multiplatform pygments pytest python python-tabulate sphinx terminal toml yaml

fuzzy-search hacktoberfest hamming jaro-winkler levenshtein metaphone python soundex

neuroevolution python

ants bids-format brainweb freesurfer fsl machine-learning mrtrix3 neuroimaging neuroscience python scikit-learn spm

astronomy astropy astropy-affiliated closember python

astronomy data-format deshima measurement-set python spectroscopy submillimeter

classification coco computer-vision deep-learning hacktoberfest image-processing instance-segmentation low-code machine-learning metrics object-detection oriented-bounding-box pascal-voc python pytorch tensorflow tracking video-processing yolo

cmake cpp high-energy-physics process-monitor python scientific-computing

climate-model finite-volume gridded-data python

bioinformatics phylogeny python

gmsh mesh-generation python scientific-computing tetgen triangle wrapper

flask python surgery teaching-tool

deep-learning generative-models machine-learning python

artifact data eeg electroencephalogaphy mne neuroimaging neuroscience preprocessing python

circulation-types circulations meteorology pattern python weather weather-patterns weather-types

autograder autograding jupyter jupyter-notebook jupyter-notebooks python r rmd

data-science machine-learning opensource pypi-package python self-organizing-map semi-supervised-learning som sphinx-doc supervised-learning unsupervised-learning

0mq distributed-computing flask-socketio middleware mqtt p2p parallel-computing python robotics ros ros-galactic ros-humble ros-noetic ros2 socketio websocket wrapper yarp zenoh zeromq

mbuild molecular-dynamics molecular-simulation molecule-builder mosdef python

cell-detection deep-learning image-analysis imaging microscopy neuroanatomy neuroscience python

agent agents ai gemini generative-ai gpt-4 information-retrieval large-language-models llm machine-learning nlp orchestration python pytorch question-answering rag retrieval-augmented-generation semantic-search summarization transformers

hacktoberfest natural-language-processing nodejs python rust text-processing thai-language tokenizer

change-detection concept-drift covariate-shift data-drift dataset-drift dataset-shift distribution-shift drift-detection machine-learning machine-learning-engineering machine-learning-operations mle mlops python statistics

data-mining data-science information-retrieval lexical-analysis lexical-analyzer linguistic-analysis natural-language natural-language-processing nlp python

egu22 jupyterbook open-science pygmt python workshop-materials

benchmarking continuous-benchmarking continuous-testing performance-tracking python reproducibility research-tool science

cartography curvilinear earth-science grid mesh python pyvista rectilinear ugrid unstructured vtk

atmospheric-science cloud-microphysics fortran python radiative-transfer radiative-transfer-models remote-sensing satellite-imagery-analysis

dem digital-elevation-model hydrology python usgs webservices wms-service

brain convolutional-neural-networks keras medical-image-computing medical-imaging python tensorflow

distributed hyperparameter-optimization machine-learning parallel python

dsl e-graph equality-saturation python rust term-rewriting

code-generation computer-algebra expression-tree python symbolic-computation term-rewriting

armadillo cpp11 eigen finite-difference full-waveform-inversion psv-wave pybind11 python shearwave staggeredgrid velocity-stress-formulation wave-propagation

api asgi asyncio hacktoberfest litestar litestar-api litestar-framework msgspec openapi pydantic python rapidoc redoc rest starlite starlite-api swagger

c classifier embedded-systems inference keras machine-learning microcontroller neural-networks python random-forest scikit-learn sklearn tensorflow tinyml

biochemistry bioinformatics brenda computational-biology enzyme enzyme-kinetics metabolism python

biomechanics computed-tomography engineering finite-elements python simulation

Mathematics (34%)

configuration-files configuration-loader python python-types schema-validator yaml yaml-configuration

brain brainweb brian2 computational-neuroscience jupyter-widget neuron neuroscience opsin optogenetics python

cli data datacite dataone dataverse dryad figshare github mendeley-data python rdm repository research research-data-management science scientific scientific-data utrecht-university zenodo

biodiversity biodiversity-informatics landcover landscape-connectivity landscape-ecology landscape-evolution python remote-sensing

jax python

bioinformatics d3js python visualization

python skos thesaurus vocabulary

hmm md network python reaction reactive

animations hacktoberfest manim math python

inference kv-cache kv-cache-compression large-language-models llm long-context python pytorch transformers

cme coronalmassejections gui python solar-physics sunpy

python restful webfeatureservice webmapservice webservices

book-chapter hyperspectral python semi-supervised-learning supervised-learning unsupervised-learning

algorithms bisimulation graph-algorithms graph-theory hacktoberfest python

crystal-structure crystallography materials-informatics materials-platform materials-science mpds-api mpds-platform phase-diagram python

computational-neuroscience electrophysiology neurons neuroscience python