Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Python Reproducibility Open Source Projects

Open source projects categorized as Python Reproducibility
Categories > Science > Reproducibility
Dvc ⭐ 12,813
🦉 ML Experiments Management with Git
dependent packages 64total releases 496most recent commit 3 months agopypi dvc} Downloads
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
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 9 months agopypi catalyst} Downloads
Garage ⭐ 1,677
A toolkit for reproducible reinforcement learning research.
dependent packages 2total releases 21most recent commit a year agopypi garage} 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
Vps Comparison ⭐ 1,316
A comparison between some VPS providers. It uses Ansible to perform a series of automated benchmark tests over the VPS servers that you specify. It allows the reproducibility of those tests by anyone that wanted to compare these results to their own. All the tests results are available in order to provide independence and transparency.
most recent commit 6 years 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
Mach Nix ⭐ 805
Create highly reproducible python environments
total releases 1most recent commit 3 months ago
Mimicry ⭐ 556
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
dependent packages 1total releases 17most recent commit 2 years agopypi torch-mimicry} 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
Open Solution Home Credit ⭐ 444
Open solution to the Home Credit Default Risk challenge 🏡
most recent commit 2 years ago
Typed Argument Parser ⭐ 424
Typed argument parser for Python
dependent packages 35total releases 22most recent commit 3 months agopypi typed-argument-parser} Downloads
Datmo ⭐ 322
Open source production model management tool for data scientists
total releases 41most recent commit 4 years 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 4 months agopypi reprounzip} Downloads
Rna Seq Star Deseq2 ⭐ 282
RNA-seq workflow using STAR and DESeq2
most recent commit 5 months ago
Awesome Reproducible Research ⭐ 282
A curated list of reproducible research case studies, projects, tutorials, and media
most recent commit 5 months ago
Hydra Zen ⭐ 252
Create powerful Hydra applications without the yaml files and boilerplate code.
dependent packages 5total releases 62most recent commit 3 months agopypi hydra-zen} Downloads
Simple_rl ⭐ 224
A simple framework for experimenting with Reinforcement Learning in Python.
total releases 31most recent commit 2 years ago
Jax Flows ⭐ 222
Normalizing Flows in JAX 🌊
total releases 2most recent commit a year ago
Anaconda Project ⭐ 214
Tool for encapsulating, running, and reproducing data science projects
dependent packages 2total releases 13most recent commit 6 months ago
Rl Medical ⭐ 171
Deep Reinforcement Learning (DRL) agents applied to medical images
most recent commit 4 years ago
The 10 Most Depended On Python Reproducibility Open Source Projects
Dvc ⭐ 12,813
🦉 ML Experiments Management with Git
dependent packages 64total releases 496latest release December 06, 2023most recent commit 3 months agopypi dvc} 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 5 months agopypi pystow} Downloads
Typed Argument Parser ⭐ 424
Typed argument parser for Python
dependent packages 35total releases 22latest release November 12, 2023most recent commit 3 months agopypi typed-argument-parser} 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
Scooby ⭐ 47
🐶 🕵️ Great Dane turned Python environment detective
dependent packages 25total releases 35latest release October 21, 2023most recent commit 6 months agopypi scooby} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 9 months agopypi catalyst} 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
Hydra Zen ⭐ 252
Create powerful Hydra applications without the yaml files and boilerplate code.
dependent packages 5total releases 62latest release December 07, 2023most recent commit 3 months agopypi hydra-zen} Downloads
Dockta ⭐ 123
🐳 A Docker image builder for researchers
dependent packages 4total releases 22latest release October 30, 2020most recent commit 4 months agonpm @stencila/dockta} Downloads
The 10 Latest Releases In Python Reproducibility Open Source Projects
Hydra Zen ⭐ 252
Create powerful Hydra applications without the yaml files and boilerplate code.
dependent packages 5total releases 62latest release December 07, 2023most recent commit 3 months agopypi hydra-zen} Downloads
Dvc ⭐ 12,813
🦉 ML Experiments Management with Git
dependent packages 64total releases 496latest release December 06, 2023most recent commit 3 months agopypi dvc} Downloads
Clarite Python ⭐ 5
CLeaning to Analysis: Reproducibility-based Interface for Traits and Exposures
dependent packages 2total releases 32latest release November 16, 2023most recent commit 5 months agopypi clarite} Downloads
Curare ⭐ 6
Curare - A customizable and reproducible analysis pipeline for RNA-Seq experiments
total releases 5latest release November 16, 2023most recent commit 5 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 29latest release November 13, 2023most recent commit 2 months agopypi sacred} Downloads
Ml Starter ⭐ 9
A template for quickly implementing ML ideas 🧠⚡
dependent packages 3total releases 149latest release November 12, 2023most recent commit 5 months agopypi ml-starter} Downloads
Popular Programming Languages Categories
Python
Javascript
Java
Typescript
C Plus Plus
Php
Golang
C
C Sharp
Shell
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.