waynebli

dagster

An orchestration platform for the development, production, and observation of data assets.

3D-LLM

Code for 3D-LLM: Injecting the 3D World into Large Language Models

must-read-papers-for-ml

Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resources

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

MemGPT

Create LLM agents with long-term memory and custom tools 📚🦙

Llama

All the projects related to Llama

llmware

Unified framework for building enterprise RAG pipelines with small, specialized models

mlflow

Open source platform for the machine learning lifecycle

data.table

R's data.table package extends data.frame:

mixture-of-experts

PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

break-into-data-handbook

Breaking Into Data Handbook

calendR

Ready to print calendars with ggplot2

FriendsDontLetFriends

Friends don't let friends make certain types of data visualization - What are they and why are they bad.

mlx-examples

Examples in the MLX framework

mlx

MLX: An array framework for Apple silicon

self-operating-computer

A framework to enable multimodal models to operate a computer.

gpt-fast

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

Compendium-of-free-ML-reading-resources

Compendium of free ML reading resources

accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

vectorflow

VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.

screenshot-to-code

Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

taipy

Turns Data and AI algorithms into production-ready web applications in no time.

LocalAI

:robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement for OpenAI, running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. Features: Generate Text, Audio, Video, Images, Voice Cloning, Distributed inference

insanely-fast-whisper

rags

Build ChatGPT over your data, all with natural language

diffusers

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