Discover Jupyter Notebook

HiDiffusion

OpenEQA Embodied Question Answering in the Era of Foundation Models

open-eqa

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

CLIP

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

Official codebase for the paper "Beyond A* Better Planning with Transformers via Search Dynamics Bootstrapping".

searchformer

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

IP-Adapter

LangChain 공식 Document, Cookbook, 그 밖의 실용 예제를 바탕으로 작성한 한국어 튜토리얼입니다. 본 튜토리얼을 통해 LangChain을 더 쉽고 효과적으로 사용하는 방법을 배울 수 있습니다.

langchain-kr

A latent text-to-image diffusion model

stable-diffusion

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

33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU

Anima

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

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

annotated_deep_learning_paper_implementations

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

LLMTest_NeedleInAHaystack

Hackers' Guide to Language Models

lm-hackers

everyone-can-use-english

人人都能用英语

QLoRA: Efficient Finetuning of Quantized LLMs

qlora

An open source implementation of CLIP.

open_clip

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

pyannote-audio

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

tortoise-tts

Open weights LLM from Google DeepMind.

gemma

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

Transformers-Tutorials

insanely-fast-whisper

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

seamless_communication

Neural Networks: Zero to Hero

nn-zero-to-hero

EfficientLoFTR

llmops-pipeline

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

Grounded-Segment-Anything

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

vosk-api

Extremely lightweight compatibility layer between Polars, pandas, cuDF, and Modin. Work-in-progress

narwhals

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

shap

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

WhisperSpeech

Developer APIs to Accelerate LLM Projects

llmsherpa

Sequence Modeling with Structured State Spaces

state-spaces

SmartControl

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

micrograd

unitable

cookbook

Open-source AI cookbook

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

Sample code and notebooks for Generative AI on Google Cloud

generative-ai

A Bulletproof Way to Generate Structured JSON from Language Models

jsonformer

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

Machine-Learning-Interviews

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

LAVIS

Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper

whisper-diarization

Inpaint anything using Segment Anything and inpainting models.

Inpaint-Anything

GPU Programming with Julia 2023 - course at the Swiss National Supercomputing Centre (CSCS), ETH Zurich

julia-gpu-course-2023

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

lama

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

dinov2

Mora: More like Sora for Generalist Video Generation

Mora

High-Resolution Image Synthesis with Latent Diffusion Models

latent-diffusion

Go from no deep learning knowledge to implementing GPT.

zero_to_gpt

FinRL: Financial Reinforcement Learning. 🔥

FinRL

PhotoMaker

Python interactive dashboards for learning data science

DataScience_Interactive_Python

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

FinGPT

[🔥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

open-eda-course

neural_speech_decoding

💿 Free software that works great, and also happens to be open-source Python.

awesome-python-applications

leedl-tutorial

google-research

ZoeDepth

Metric depth estimation from a single image

12 Weeks, 24 Lessons, AI for All!

AI-For-Beginners

Official code for the paper "StreamMultiDiffusion: Real-Time Interactive Generation with Region-Based Semantic Control."

StreamMultiDiffusion

cube studio开源云原生一站式机器学习/深度学习AI平台，支持sso登录，多租户/多项目组，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

AI Observability & Evaluation

phoenix

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

co-tracker

This is the official code for MobileSAM project that makes SAM lightweight for mobile applications and beyond!

MobileSAM

Practical Cheminformatics Tutorials

practical_cheminformatics_tutorials

Triton-Puzzles

Free Data Engineering course!

data-engineering-zoomcamp

Code release for NeRF (Neural Radiance Fields)

nerf

A computer science textbook

algorithmica

Open-source and strong foundation image recognition models.

recognize-anything

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

hands-on-llms

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

mujoco

The fastai book, published as Jupyter Notebooks

fastbook

vixtts-demo

Overview and tutorial of the LangChain Library

langchain-tutorials

Easily compute clip embeddings and build a clip retrieval system with them

clip-retrieval

Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/

blogs

A library for making RepE control vectors

repeng

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

Matcha-TTS

Preprint: Less: Selecting Influential Data for Targeted Instruction Tuning

LESS

Efficient face emotion recognition in photos and videos

face-emotion-recognition

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

Code for the paper "Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models"

visual_anagrams

Code for the paper: "No Zero-Shot Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance"

frequency_determines_performance

Convert AI papers to GUI，Make it easy and convenient for everyone to use artificial intelligence technology。让每个人都简单方便的使用前沿人工智能技术

paper2gui

Train your custom LLMs like Llama, baichuan-7b, GPT

Play-with-LLMs

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

fastembed

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

Neo4j graph construction from unstructured data

100

llm-graph-builder

Jupyter Notebook, Python, Shell

microsoft

C#, Python, TypeScript

203,201

fastai

90,373

facebookresearch

Python, Jupyter Notebook, JavaScript

88,226

CompVis

80,073

rasbt

Jupyter Notebook, Python, OpenEdge ABL

59,921

ageron

Jupyter Notebook, Rust, JavaScript

59,526

google-research

Jupyter Notebook, Python, C++

56,465

datawhalechina

53,359

labmlai

TypeScript, Jupyter Notebook, Python

49,517

jakevdp

Python, Jupyter Notebook, TeX

49,111

aymericdamien

43,150

tensorflow

42,678

DataTalksClub

Python, Jupyter Notebook, JavaScript

39,650

PacktPublishing

39,540

GokuMohandas

Jupyter Notebook, JavaScript, Python

google

GoogleCloudPlatform

udacity

34,564

google-deepmind

Jupyter Notebook, HTML, Python

30,113

fengdu78

27,822

Pierian-Data

Jupyter Notebook, HTML, Python

26,367

CamDavidsonPilon

Python, Jupyter Notebook, JavaScript

26,301

dennybritz

Jupyter Notebook, JavaScript, Scala

25,100

MLEveryday

Jupyter Notebook, Python, HTML

24,105

AI4Finance-Foundation