Lightning ⚡️ fast forecasting with statistical and econometric models.

HKUST Thesis LaTeX3 Template (Also available on Overleaf)

Parallelformers: An Efficient Model Parallelization Toolkit for Deployment

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

A library to inspect and extract intermediate layers of PyTorch models.

System design patterns for machine learning

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

The prototype for NSDI paper "NetHint: White-Box Networking for Multi-Tenant Data Centers"

Make your own running home page

FFCV: Fast Forward Computer Vision (and other ML workloads!)

The full minitorch student suite.

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging Face 🤗 Transformers.

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Train…

DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference

Confident Adaptive Transformers

Official Pytorch Implementation of Length-Adaptive Transformer (ACL 2021)

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristi…

FedScale is a scalable and extensible open-source federated learning (FL) platform.

Ἀνατομή is a PyTorch library to analyze representation of neural networks

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Feature extraction made simple with torchextractor

Investment Research for Everyone, Everywhere.