Agustin-Picard

sapiens

High-resolution models for human tasks.

OptiCAM

code for the paper: "Opti-CAM: Optimizing saliency maps for interpretability"

icecream

🍦 Never use print() to debug again.

AI-Scientist

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

nano-llama31

nanoGPT style version of Llama 3.1

SAELens

Training Sparse Autoencoders on Language Models

TransformerLens

A library for mechanistic interpretability of GPT-style language models

lerobot

🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

fuckitpy

The Python error steamroller.

pointers.py

Bringing the hell of pointers to Python.

attorch

A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.

llm.c

LLM training in simple, raw C/CUDA

schedule_free

Schedule-Free Optimization in PyTorch

interactive-brainfuck

An interactive BrainFuck interpreter

diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

equinox

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

inseq

Interpretability for sequence generation models 🐛 🔍

vec2text

utilities for decoding deep representations (like sentence embeddings) back to text

segment-anything-fast

A batched offline inference oriented version of segment-anything

gpt-crawler

Crawl a site to generate knowledge files to create your own custom GPT from a URL

Craft

👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)

Loupe

puncc

👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.

FairSense

This library allow to compute global sensitivity indices in the context of fairness measurements.

keras_cv_attention_models

Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,efficientdet,edgenext,efficientformer,efficientnet,eva,fasternet,fastervit,fastvit,flexivit,gcvit,ghostnet,gpvit,hornet,hiera,iformer,inceptionnext,lcnet,levit,maxvit,mobilevit,moganet,nat,nfnets,pvt,swin,tinynet,tinyvit,uniformer,volo,vanillanet,yolor,yolov7,yolov8,yolox,gpt2,llama2, alias kecam

oodeel

Simple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.

deel-lip

Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers

influenciae

👋 Influenciae is a Tensorflow Toolbox for Influence Functions

neural-doodle

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

xplique

👋 Xplique is a Neural Networks Explainability Toolbox