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🦜🔗 Build context-aware reasoning applications
A game theoretic approach to explain the output of any machine learning model.
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
A guidance language for controlling large language models.
This repository contains implementations and illustrative code to accompany DeepMind publications
Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely
Practice your pandas skills!
LAVIS - A One-stop Library for Language-Vision Intelligence
QLoRA: Efficient Finetuning of Quantized LLMs
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Image restoration with neural networks but without learning.
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
An adversarial example library for constructing attacks, building defenses, and benchmarking both
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.
A scikit-learn compatible neural network library that wraps PyTorch
Tutorials and programming exercises for learning Q# and quantum computing
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Fast and flexible AutoML with learning guarantees.
Simple chat program that communicates using inaudible sounds
Kandinsky 2 — multilingual text2image latent diffusion model
A Unified Library for Parameter-Efficient and Modular Transfer Learning
Genome modeling and design across all domains of life
The hub for EleutherAI's work on interpretability and learning dynamics
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
Beyond Accuracy: Behavioral Testing of NLP models with CheckList
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, B…