Discover Jupyter Notebook

A programming framework for agentic AI 🤖

autogen

MiniCPM3-4B: An edge-side LLM that surpasses GPT-3.5-Turbo.

MiniCPM

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

anthropic-cookbook

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

sam2

📣

llama-recipes

Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger

📣

generative-ai-for-beginners

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

📣

airllm

AirLLM 70B inference with single 4GB GPU

MLOps-Basics

OLMoE: Open Mixture-of-Experts Language Models

OLMoE

Code for "GVHMR: World-Grounded Human Motion Recovery via Gravity-View Coordinates", Siggraph Asia 2024

GVHMR

CoTracker is a model for tracking any point (pixel) on a video.

co-tracker

Python training for business analysts and traders

python-training

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

CLIP

《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合中国宝宝的部署教程

self-llm

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

segment-anything

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

AISystem

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

FinGPT

A latent text-to-image diffusion model

stable-diffusion

Official code for "RB-Modulation: Training-Free Personalization of Diffusion Models using Stochastic Optimal Control"

RB-Modulation

AI Observability & Evaluation

phoenix

Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper

whisper-diarization

This repository contains demos I made with the Transformers library by HuggingFace.

Transformers-Tutorials

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

pyannote-audio

insanely-fast-whisper

[🔥updating ...] AI 自动量化交易机器人 AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant

Qbot

A guidance language for controlling large language models.

guidance

Lists of company wise questions available on leetcode premium. Every csv file in the companies directory corresponds to a list of questions on leetcode for a specific company based on the leetcode company tags. Updated as of May, 2022.

leetcode-company-wise-problems-2022

The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.

IP-Adapter

Solve puzzles. Improve your pytorch.

Tensor-Puzzles

Machine Learning Course, Sharif University of Technology

Introduction_to_Machine_Learning

tiny vision language model

moondream

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

Grounded-Segment-Anything

PyTorch code and models for the DINOv2 self-supervised learning method.

dinov2

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

generative-ai

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

micrograd

Kolmogorov Arnold Networks

pykan

Python programs, usually short, of considerable difficulty, to perfect particular skills.

pytudes

12 Weeks, 24 Lessons, AI for All!

AI-For-Beginners

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

lama

Multi-Joint dynamics with Contact. A general purpose physics simulator.

mujoco

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

Kalman-and-Bayesian-Filters-in-Python

LAVIS - A One-stop Library for Language-Vision Intelligence

LAVIS

Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

vosk-api

A multi-voice TTS system trained with an emphasis on quality

tortoise-tts

[NeurIPS 2024] Code release for "Segment Anything without Supervision"

UnSAM

An Open Source text-to-speech system built by inverting Whisper.

WhisperSpeech

A game theoretic approach to explain the output of any machine learning model.

shap

High-Resolution Image Synthesis with Latent Diffusion Models

latent-diffusion

Code for our paper "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters".

VisionTS

FinRL: Financial Reinforcement Learning. 🔥

FinRL

Foundational Models for State-of-the-Art Speech and Text Translation

seamless_communication

QLoRA: Efficient Finetuning of Quantized LLMs

qlora

PhotoMaker

PhotoMaker [CVPR 2024]

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

Machine-Learning-Interviews

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

big_vision

A self-organizing file system with llama 3

llama-fs

google-research

Google Research

maximal update parametrization (µP)

mup

面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版

llm-cookbook

Inpaint anything using Segment Anything and inpainting models.

Inpaint-Anything

[ECCV 2024] Improving 2D Feature Representations by 3D-Aware Fine-Tuning

FiT3D

Doing simple retrieval from LLM models at various context lengths to measure accuracy

LLMTest_NeedleInAHaystack

Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

silero-models

huggingface-llama-recipes

TPAMI：Frequency-aware Feature Fusion for Dense Image Prediction

FreqFusion

Massively parallel rigidbody physics simulation on accelerator hardware.

brax

A Bulletproof Way to Generate Structured JSON from Language Models

jsonformer

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

pytorch-deep-learning

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep-learning-with-python-notebooks

Open source project for data preparation of LLM application builders

data-prep-kit

leedl-tutorial

Neural Networks: Zero to Hero

nn-zero-to-hero

An open-source audio wake word (or phrase) detection framework with a focus on performance and simplicity.

openWakeWord

DDOPaI

本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/

llm-universe

cube studio开源云原生一站式机器学习/深度学习/大模型AI平台，支持sso登录，多租户，大数据平台对接，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU，边缘计算，serverless，标注平台，自动化标注，数据集管理，大模型微调，vllm大模型推理，llmops，私有知识库，AI模型应用商店，支持模型一键开发/推理/微调，支持国产cpu/gpu/npu芯片，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/spark/ray/volcano分布式

cube-studio

Lecture materials for Cornell CS5785 Applied Machine Learning (Fall 2023)

cornell-cs5785-2023-applied-ml

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

notebooks

Neo4j graph construction from unstructured data using LLMs

llm-graph-builder

MoVQGAN - model for the image encoding and reconstruction

MoVQGAN

A collection of pre-trained, state-of-the-art models in the ONNX format

models

The fastai book, published as Jupyter Notebooks

fastbook

Flax is a neural network library for JAX that is designed for flexibility.

flax

Shared Blogs and Notebooks

Shared

This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.

MCTS-DPO

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handson-ml3

mcts-llm

Concept Sliders for Precise Control of Diffusion Models

sliders

Code for Machine Learning for Algorithmic Trading, 2nd edition.

machine-learning-for-trading

Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

evidently

Minimal implementation of scalable rectified flow transformers, based on SD3's approach

minRF

A delightful and complete interface to GitHub's amazing API

ghapi

QuantsPlaybook

量化研究-券商金工研报复现

[ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching

Matcha-TTS

GitHub Sentinel 是专为大模型（LLMs）时代打造的智能信息检索和高价值内容挖掘 AI Agent。它面向那些需要高频次、大量信息获取的用户，特别是开源爱好者、个人开发者和投资人等。GitHub Sentinel 不仅能帮助用户自动跟踪和分析 GitHub 开源项目的最新动态，还能快速扩展到其他信息渠道，如 Hacker News 的热门话题，提供更全面的信息挖掘与分析能力。

GitHubSentinel

Differentiable signal processing on the sphere for PyTorch

100

torch-harmonics

Python, Jupyter Notebook, C++

microsoft

C#, Python, TypeScript

237,341

facebookresearch

101,845

fastai

Jupyter Notebook, Python, HTML

93,607

CompVis

Python, Jupyter Notebook, MATLAB

84,997

datawhalechina

Jupyter Notebook, Python, C++

75,478

ageron

Jupyter Notebook, Rust, Python

61,960

google-research

Python, Jupyter Notebook, C++

61,107

rasbt

Jupyter Notebook, Python, C

60,097

jakevdp

Python, Jupyter Notebook, TeX

50,673

DataTalksClub

48,676

aymericdamien

Python, Jupyter Notebook, TypeScript

43,328

google

Python, C++, Go

43,175

tensorflow

43,083

PacktPublishing

Python, Jupyter Notebook, JavaScript

42,736

GoogleCloudPlatform

Python, Go, Java

38,285

GokuMohandas

Jupyter Notebook, JavaScript, Python

35,469

udacity

34,683

google-deepmind

Python, Jupyter Notebook, C++

33,013

AI4Finance-Foundation