Discover Jupyter Notebook

google-research

Google Research

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

The fastai deep learning library

fastai

Learn how to responsibly develop, deploy and maintain production machine learning applications.

Made-With-ML

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

pytudes

Python Data Science Handbook: full text in Jupyter Notebooks

PythonDataScienceHandbook

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

shap

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

CLIP

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

digital_video_introduction

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning

A High-Quality Real Time Upscaler for Anime Video

Anime4K

Instruct-tune LLaMA on consumer hardware

alpaca-lora

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

handson-ml

A guidance language for controlling large language models.

guidance

StableLM: Stability AI Language Models

StableLM

🧑‍🏫 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

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

homemade-machine-learning

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

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

generative-ai-for-beginners

The fastai book, published as Jupyter Notebooks

fastbook

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

autogen

Data and code behind the articles and graphics at FiveThirtyEight

data

This repository contains the source code for the paper First Order Motion Model for Image Animation

first-order-model

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

dopamine

A collection of various deep learning architectures, models, and tips

deeplearning-models

This repository contains implementations and illustrative code to accompany DeepMind publications

deepmind-research

Jupyter Interactive Notebook

notebook

Learn OpenCV : C++ and Python Examples

learnopencv

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

prettymaps

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

deep-learning-with-python-notebooks

The "Python Machine Learning (1st edition)" book code repository and info resource

python-machine-learning-book

📡 Simple and ready-to-use tutorials for TensorFlow

TensorFlow-Course

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-ml2

everyone-can-use-english

人人都能用英语

Image restoration with neural networks but without learning.

deep-image-prior

Kubernetes community content

community

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

Grounded-Segment-Anything

100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

12 Weeks, 24 Lessons, AI for All!

AI-For-Beginners

High-Resolution Image Synthesis with Latent Diffusion Models

latent-diffusion

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

DeepLearningExamples

Code release for NeRF (Neural Radiance Fields)

nerf

An open source implementation of CLIP.

open_clip

PRML algorithms implemented in Python

PRML

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

numerical-linear-algebra

🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

TTS

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

tortoise-tts

Visualizations for machine learning datasets

facets

swift

Swift for TensorFlow

Companion webpage to the book "Mathematics For Machine Learning"

mml-book.github.io

Automatic extraction of relevant features from time series:

tsfresh

cs231n.github.io

Public facing notes page

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

DensePose

QLoRA: Efficient Finetuning of Quantized LLMs

qlora

TensorFlow Tutorials with YouTube Videos

TensorFlow-Tutorials

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

awesome-python-applications

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

LAVIS

A scikit-learn compatible neural network library that wraps PyTorch

skorch

Natural Language Processing Tutorial for Deep Learning Researchers

nlp-tutorial

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

micrograd

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

mit-deep-learning

Implementing ChatGPT-like LLMs from scratch, step by step

LLMs-from-scratch

This repository is primarily maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), artificial intelligence security, vulnerability research, exploit development, reverse engineering, and more.

h4cker

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

edward

wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译

wtfpython-cn

Efficient Image Captioning code in Torch, runs on GPU

neuraltalk2

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-handbook

Best Practices, code samples, and documentation for Computer Vision.

computervision-recipes

vision_transformer

lihang-code

TensorFlow-Tutorials

Simple tutorials using Google's TensorFlow Framework

An adversarial example library for constructing attacks, building defenses, and benchmarking both

cleverhans

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pydata-book

One has no future if one couldn't teach themself.

the-craft-of-selfteaching

10 Weeks, 20 Lessons, Data Science for All!

Data-Science-For-Beginners

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

mujoco

From the basics to slightly more interesting applications of Tensorflow

tensorflow_tutorials

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

Dreambooth-Stable-Diffusion

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

seamless_communication

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

models

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

vosk-api

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

dinov2

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Dive-into-DL-PyTorch

Your new Mentor for Data Science E-Learning.

Virgilio

《Python Cookbook》 3rd Edition Translation

python3-cookbook

A collection of infrastructure and tools for research in neural network interpretability.

lucid

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

lama

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

llama-recipes

🎨🖌 Modern Sublime Text theme

ayu

stable diffusion webui colab

stable-diffusion-webui-colab

Taming Transformers for High-Resolution Image Synthesis

taming-transformers

tutorials

PyTorch tutorials.

The Udacity open source self-driving car project

self-driving-car

Using Low-rank adaptation to quickly fine-tune diffusion models.

lora

Simple chat program that communicates using inaudible sounds

quietnet

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

practical-pytorch

Neural Networks: Zero to Hero

100

nn-zero-to-hero

Jupyter Notebook, Python, Shell

microsoft

C#, Python, TypeScript

203,489

fastai

90,373

facebookresearch

Python, Jupyter Notebook, JavaScript

88,837

CompVis

80,073

rasbt

Jupyter Notebook, Python, HTML

59,921

ageron

Jupyter Notebook, Rust, Python

59,526

google-research

Jupyter Notebook, Python, C++

56,465

datawhalechina

53,362

labmlai

Jupyter Notebook, TypeScript, Python

49,517

jakevdp

Python, Jupyter Notebook, TeX

49,111

aymericdamien

43,150

tensorflow

42,759

DataTalksClub

Python, Jupyter Notebook, JavaScript

39,650

PacktPublishing

39,634

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, HTML

26,301

dennybritz

Jupyter Notebook, JavaScript, Scala

25,100

MLEveryday

Jupyter Notebook, HTML, Python

24,105

AI4Finance-Foundation