fran6w

Surprise

A Python scikit for building and analyzing recommender systems

ollama

Get up and running with Llama 3, Mistral, Gemma, and other large language models.

ecosystem-graphs

FLASK

[ICLR 2024 Spotlight] FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets

polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

awesome-polars

A curated list of Polars talks, tools, examples & articles. Contributions welcome !

taipy

Turns Data and AI algorithms into production-ready web applications in no time.

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

voici

Voici turns any Jupyter Notebook into a static web application

awesome-ai-safety

📚 A curated list of papers & technical articles on AI Quality & Safety

evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

dash-bootstrap-templates

A collection of 52 Plotly figure templates with a Bootstrap theme. Two theme switch components. Stylesheet to apply Bootstrap themes to Plotly Dash components.

jupyterlab-desktop

JupyterLab desktop application, based on Electron.

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

interpretable_machine_learning_with_python

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

effective_pandas_book

Errata and code for Effective Pandas book

referentiel-evaluation-dsrc

Référentiel d'évaluation data science responsable et de confiance

Fairness-Benchathon

ethical-ai-toolkit

resources

scientific-python-lectures

Lectures on scientific computing with python, as IPython notebooks.

rule-engine

A lightweight, optionally typed expression language with a custom grammar for matching arbitrary Python objects.

data-explorer

The Data Explorer is nteract's automatic visualization tool.

PySimpleGUI

Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

shapash

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

simple-graph

This is a simple graph database in SQLite, inspired by "SQLite as a document database"