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The Top 23 Python Reproducible Research Open Source Projects

Open source projects categorized as Python Reproducible Research
Categories > Science > Reproducible Research
Metaflow ⭐ 7,524
🚀 Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103most recent commit 14 days agopypi metaflow} Downloads
Knowledge Repo ⭐ 5,344
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
total releases 32most recent commit 9 months ago
Pytorch Vae ⭐ 5,292
A Collection of Variational Autoencoders (VAE) in PyTorch.
most recent commit 6 months ago
Sacred ⭐ 4,152
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
dependent packages 33total releases 29most recent commit 2 months agopypi sacred} Downloads
Evalai ⭐ 1,621
☁️ 🚀 📊 📈 Evaluating state of the art in AI
most recent commit 3 months ago
Benchmark_vae ⭐ 1,597
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
total releases 12most recent commit 3 months ago
Itk ⭐ 1,306
Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.
dependent packages 5total releases 4most recent commit 3 months ago
Recsys2019_deeplearning_evaluation ⭐ 871
This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.
most recent commit 2 years ago
Torch Fidelity ⭐ 820
High-fidelity performance metrics for generative models in PyTorch
dependent packages 8total releases 3most recent commit 3 months agopypi torch-fidelity} Downloads
Kge ⭐ 684
LibKGE - A knowledge graph embedding library for reproducible research
most recent commit 7 months ago
Disentangling Vae ⭐ 668
Experiments for understanding disentanglement in VAE latent representations
most recent commit a year ago
Axelrod ⭐ 632
A research tool for the Iterated Prisoner's Dilemma
total releases 1most recent commit 6 months ago
Pycil ⭐ 613
PyCIL: A Python Toolbox for Class-Incremental Learning
most recent commit 3 months ago
Itkwidgets ⭐ 571
An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.
dependent packages 15total releases 109most recent commit 4 days agopypi itkwidgets} Downloads
Labnotebook ⭐ 528
LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experiments.
most recent commit 6 years ago
Fullsubnet ⭐ 443
PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."
most recent commit 8 months ago
Facil ⭐ 425
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
most recent commit a year ago
Recipy ⭐ 412
Effortless method to record provenance in Python
total releases 8most recent commit 4 years ago
Pweave ⭐ 362
Pweave is a scientific report generator and a literate programming tool for Python. It can capture the results and plots from data analysis and works well with numpy, scipy and matplotlib.
most recent commit 4 years ago
Codebraid ⭐ 343
Live code in Pandoc Markdown
total releases 14most recent commit 6 months ago
Reprozip ⭐ 286
ReproZip is a tool that simplifies the process of creating reproducible experiments from command-line executions, a frequently-used common denominator in computational science.
dependent packages 6total releases 32most recent commit 5 months agopypi reprounzip} Downloads
Canvasxpress ⭐ 282
CanvasXpress: A JavaScript Library for Data Analytics with Full Audit Trail Capabilities.
dependent packages 4total releases 43most recent commit 3 months ago
Awesome Reproducible Research ⭐ 282
A curated list of reproducible research case studies, projects, tutorials, and media
most recent commit 5 months ago
The 10 Most Depended On Python Reproducible Research Open Source Projects
Pynwb ⭐ 161
A Python API for working with Neurodata stored in the NWB Format
dependent packages 99total releases 37latest release August 18, 2023most recent commit 3 months agopypi pynwb} Downloads
Pystow ⭐ 31
👜 Easily pick a place to store data for your Python code.
dependent packages 45total releases 51latest release November 07, 2023most recent commit 6 months agopypi pystow} Downloads
Sacred ⭐ 4,152
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
dependent packages 33total releases 29latest release November 13, 2023most recent commit 2 months agopypi sacred} Downloads
Metaflow ⭐ 7,524
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 14 days agopypi metaflow} Downloads
Torch Fidelity ⭐ 820
High-fidelity performance metrics for generative models in PyTorch
dependent packages 8total releases 3latest release June 15, 2021most recent commit 3 months agopypi torch-fidelity} Downloads
Pytask ⭐ 92
pytask is a workflow management system that facilitates reproducible data analyses.
dependent packages 8total releases 42latest release December 01, 2023most recent commit 3 months agopypi pytask} Downloads
Canvasxpress ⭐ 282
CanvasXpress: A JavaScript Library for Data Analytics with Full Audit Trail Capabilities.
dependent packages 4total releases 43latest release November 08, 2023most recent commit 3 months ago
The 10 Latest Releases In Python Reproducible Research Open Source Projects
Metaflow ⭐ 7,524
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 14 days agopypi metaflow} Downloads
Pytask ⭐ 92
pytask is a workflow management system that facilitates reproducible data analyses.
dependent packages 8total releases 42latest release December 01, 2023most recent commit 3 months agopypi pytask} Downloads
Sacred ⭐ 4,152
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
dependent packages 33total releases 29latest release November 13, 2023most recent commit 2 months agopypi sacred} Downloads
Canvasxpress ⭐ 282
CanvasXpress: A JavaScript Library for Data Analytics with Full Audit Trail Capabilities.
dependent packages 4total releases 43latest release November 08, 2023most recent commit 3 months ago
Pystow ⭐ 31
👜 Easily pick a place to store data for your Python code.
dependent packages 45total releases 51latest release November 07, 2023most recent commit 6 months agopypi pystow} Downloads
Genepattern Notebook ⭐ 41
Platform for integrating genomic analysis with Jupyter Notebooks.
dependent packages 1total releases 63latest release November 03, 2023most recent commit 6 months agopypi genepattern-notebook} Downloads
Colrev ⭐ 19
CoLRev: An open-source environment for collaborative reviews
dependent packages 1total releases 16latest release October 25, 2023most recent commit 3 months agopypi colrev} Downloads
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