gachzhan

ThunderKittens

Tile primitives for speedy kernels

nlp_course

YSDA course in Natural Language Processing

example-code-2e

Example code for Fluent Python, 2nd edition (O'Reilly 2022)

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

knn-ood

Code for ICML 2022 paper "Out-of-distribution Detection with Deep Nearest Neighbors"

Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

Tools to Design or Visualize Architecture of Neural Network

stat451-machine-learning-fs21

jaxton

100 exercises to learn JAX

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

tabular-transfer-learning

A repo for transfer learning with deep tabular models

tokengt

[NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch

spinningup

An educational resource to help anyone learn deep reinforcement learning.

professional-programming

A collection of learning resources for curious software engineers

FreTS

Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"

fine-tune-mistral

Fine-tune mistral-7B on 3090s, a100s, h100s

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

SemDeDup

Code for "SemDeDup", a simple method for identifying and removing semantic duplicates from a dataset (data pairs which are semantically similar, but not exactly identical).

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

kubernetes-the-hard-way

Bootstrap Kubernetes the hard way. No scripts.

ml-engineering

Machine Learning Engineering Open Book

iTransformer

Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group

instagraph

Converts text input or URL into knowledge graph and displays

whisperX

WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

wal-e

Continuous Archiving for Postgres

polars

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

wasm4-raycaster

A demo raycaster for the WASM-4 engine.

lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

Sophia

Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.