A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
- notebooks
- python
- data-science
- machine-learning
Repository Index
47,133 repositories indexed
1–24 of 60 · Most stars
🦉 Data Versioning and ML Experiments
- data-science
- machine-learning
- reproducibility
- data-version-control
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
- computer-vision
- deep-learning
- drug-discovery
- forecasting
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
Super simple build framework with fast, repeatable builds and an instantly familiar syntax – like Dockerfile and Makefile had a baby.
- build-automation
- build
- container-builder
- hacktoberfest
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
- machine-learning
- experiment-track
- deep-learning
- keras
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
- kedro
- hacktoberfest
- mlops
- python
Fast, Declarative, Reproducible, and Composable Developer Environments using Nix
- developer-tools
- devenv
- nix
🚀 Kick-start your C++! A template for modern C++ projects using CMake, CI, code coverage, clang-format, reproducible dependency management and much more.
- cpp
- cmake
- template
- dependency-manager
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
- python
- machine-learning
- infrastructure
- reproducible-research
📦 CMake's missing package manager. A small CMake script for setup-free, cross-platform, reproducible dependency management.
- dependency-manager
- package-manager
- cmake
- c
Accelerated deep learning R&D
Translators is a library that aims to bring free, multiple, enjoyable translations to individuals and students in Python. 「翻译官」是一个旨在用Python为个人和学生带来免费、多样、愉快翻译的库。
- youdao
- alibaba
- sogou
- deepl
Singularity has been renamed to Apptainer as part of us moving the project to the Linux Foundation. This repo has been persisted as a snapshot right before the changes.
- containers
- container
- singularity-container
- portable
🏕️ Reproducible development environment for humans and agents
- developer-tools
- development-environment
- docker
- buildkit
A toolkit for reproducible reinforcement learning research.
- rl-algorithms
- reproducibility
- pytorch
- tensorflow
A BERT model for scientific text.
- bert
- nlp
- scientific-papers
A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.
- healthcare
- data-mining
- deep-learning
- preprocessing
Pure and reproducible nix overlay of binary distributed rust toolchains
- rust
- nix
- nix-flakes
Curated decibans of Julia programming language.
The open-source governance layer for AI agents: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run
- agent-orchestrator
- deterministic-replay
- air-gap
- audit-trail
Simplified nix packaging for various programming language ecosystems [maintainer=@DavHau]
🦖 ClawBio - The first bioinformatics-native AI agent skill library. Local-first. Reproducible. Open. Free.
Build and distribute Linux packages from sources in an automatic, consistent and reproducible way #obs
- opensuse
- rpm
- deb
- packaging