yifei-liu-stat

excalidraw

Virtual whiteboard for sketching hand-drawn like diagrams

generative-ai-for-beginners

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

autogen

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

diffusers

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

cookiecutter

A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

openai-python

The official Python library for the OpenAI API

turicreate

Turi Create simplifies the development of custom machine learning models.

litellm

Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate, Groq (100+ LLMs)

ml-engineering

Machine Learning Engineering Open Book

promptflow

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

awesome-langchain

😎 Awesome list of tools and projects with the awesome LangChain framework

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

mamba

The Fast Cross-Platform Package Manager

bitsandbytes

Accessible large language models via k-bit quantization for PyTorch.

giskard

🐢 Open-Source Evaluation & Testing for LLMs and ML models

obsidian-excalidraw-plugin

A plugin to edit and view Excalidraw drawings in Obsidian

promptfoo

Test your prompts, agents, and RAGs. Redteaming, pentesting, vulnerability scanning for LLMs. Improve your app's quality and catch problems. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.

langchain-hub

ml-ane-transformers

Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)

Auto-PyTorch

Automatic architecture search and hyperparameter optimization for PyTorch

RePaint

Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022

CTGAN

Conditional GAN for generating synthetic tabular data.

normalizing_flows

Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows

tabsyn

Official Implementations of "Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space""

TabCSDI

A code for the NeurIPS 2022 Table Representation Learning Workshop paper: "Diffusion models for missing value imputation in tabular data"

ReHLine

Regularized Composite ReLU-ReHU Loss Minimization with Linear Computation and Linear Convergence

CUHK-STAT3009

Recommender systems in Python

rankseg

[JMLR 2023] RankSEG: A consistent ranking-based framework for segmentation

nonlinear-causal

nl-causal: nonlinear causal inference based on IV regression in Python