p-gourseaud

autograd

Efficiently computes derivatives of numpy code.

papers-we-love

Papers from the computer science community to read and discuss.

pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.

data-pills

lifetimes

Lifetime value in Python

lightweight-architecture-decision-records

Lightweight Architecture Decision Records

kedro

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.

wifi-card

📶 Print a QR code for connecting to your WiFi (wificard.io)

mesh-transformer-jax

Model parallel transformers in JAX and Haiku

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

evidently

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

dash

Data Apps & Dashboards for Python. No JavaScript Required.

streamlit

Streamlit — A faster way to build and share data apps.

shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

lime

Lime: Explaining the predictions of any machine learning classifier

shap

A game theoretic approach to explain the output of any machine learning model.

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

optuna

A hyperparameter optimization framework

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

dvc

🦉 ML Experiments and Data Management with Git

mamba

The Fast Cross-Platform Package Manager

ipyvuetify

Jupyter widgets based on vuetify UI components

voila

Voilà turns Jupyter notebooks into standalone web applications

ta-lib-python

Python wrapper for TA-Lib (http://ta-lib.org/).

nbstripout

strip output from Jupyter and IPython notebooks

tensorforce

Tensorforce: a TensorFlow library for applied reinforcement learning

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

MILES

MILES is a multilingual text simplifier inspired by LSBert - A BERT-based lexical simplification approach proposed in 2018. Unlike LSBert, MILES uses the bert-base-multilingual-uncased model, as well as simple language-agnostic approaches to complex word identification (CWI) and candidate ranking.

ds-cheatsheets

List of Data Science Cheatsheets to rule the world