python 56 reproducibility 30 reproducible-science 27 open-source 26 machine-learning 22 open-science 22 scientific-computing 20 hacktoberfest 18 docker 14 deep-learning 13 itk 12 insight-toolkit 12 image-analysis 12 science 12 medical-imaging 11 numfocus 11 cpp 11 InsightToolkit 11 ITK 11 pytorch 9 linux 9 vagrant 9 reproducible research 9 nyu 8 archiving 8 jupyter 8 reprozip 8 data-science 8 imaging 8 reprounzip 8 provenance 8 open-data 8 computational-science 7 ptrace 7 vida 7 data-format 7 cross-platform 7 scientific 7 medical 7 image 7 r 6 kubernetes 6 research 6 workflow 6 scientific-workflows 6 neuroscience 6 python3 6 hpc 6 good scientific practice 5 reproducible science 5 data processing and analysis 5 recipe-driven data analysis 5 data-analysis 5 artificial-intelligence 5 rstats 5 vae 4 cookiecutter 4 nwb 4 ai 4 snekpack 4 aws 4 neural-network 4 azure 4 datascience 4 vae-pytorch 4 spectroscopy 4 gcp 4 ml 4 ml-infrastructure 4 ml-platform 4 mlops 4 high-performance-computing 4 r-package 4 model-management 4 productivity 4 hydra 3 data-processing 3 electron-paramagnetic-resonance 3 differentiable ray tracing 3 simulation 3 nlp 3 wireless communication 3 channel model 3 radio propagation 3 ray tracing 3 markdown 3 pandoc 3 pipeline 3 workflow-engine 3 human-pose-estimation 3 experimentation 3 depth-estimation 3 data-driven 3 convolutional-neural-networks 3 computer-vision 3 cnn 3 5g 3 6g 3 communications 3 gpu-acceleration 3