An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…

Fully open reproduction of DeepSeek-R1

Official inference repo for FLUX.1 models

Machine Learning Engineering Open Book

Code for the paper Hybrid Spectrogram and Waveform Source Separation

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Lightning ⚡️ fast forecasting with statistical and econometric models.

Machine Learning Resources, Practice and Research

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

Automatic architecture search and hyperparameter optimization for PyTorch

📊 Simple package for monitoring and control your NVIDIA Jetson [Orin, Xavier, Nano, TX] series

pytorch implementation for "Deep Flow-Guided Video Inpainting"(CVPR'19)

A Python package to assess and improve fairness of machine learning models.

🤖 A Python library for learning and evaluating knowledge graph embeddings

Deep Learning for Time Series Classification

Track emissions from Compute and recommend ways to reduce their impact on the environment.

RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels

MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification

🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of Optimum's hardware optimizations & quantization schemes.

OpenML's Python API for a World of Data and More 💫

Critical difference diagram with Wilcoxon-Holm post-hoc analysis.

aim-mlflow integration

API Client for paperswithcode.com