The Top 6,209 Jupyter Notebook Deep Learning Open Source Projects on Github

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The Top 6,209 Jupyter Notebook Deep Learning Open Source Projects on Github

Categories > Machine Learning > Deep Learning

Categories > Data Processing > Jupyter Notebook

Tensorflow Examples ⭐ 41,252

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Madewithml ⭐ 28,937

Learn how to responsibly deliver value with ML.

Handson Ml ⭐ 23,392

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

Fastai ⭐ 21,524

The fastai deep learning library

100 Days Of Ml Code ⭐ 16,532

100-Days-Of-ML-Code中文版

Tensorflow Course ⭐ 15,697

📡 Simple and ready-to-use tutorials for TensorFlow

Pytorch Handbook ⭐ 15,441

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

Learnopencv ⭐ 14,829

Learn OpenCV : C++ and Python Examples

Shap ⭐ 14,303

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

Dive Into Dl Pytorch ⭐ 13,747

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。

Fastbook ⭐ 13,649

The fastai book, published as Jupyter Notebooks

Screenshot To Code ⭐ 13,323

A neural network that transforms a design mock-up into a static website.

Deep Learning With Tensorflow Book ⭐ 11,864

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

Recommenders ⭐ 11,459

Best Practices on Recommendation Systems

First Order Model ⭐ 11,331

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

Dive Into Machine Learning ⭐ 10,727

Dive into Machine Learning with Python Jupyter notebook and scikit-learn!

Ml Nlp ⭐ 9,314

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

Tensorflow Tutorials ⭐ 8,644

TensorFlow Tutorials with YouTube Videos

Pytorch Book ⭐ 8,618

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Mit Deep Learning ⭐ 8,440

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

Pandas Profiling ⭐ 8,107

Create HTML profiling reports from pandas DataFrame objects

Computervision Recipes ⭐ 8,107

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

Pysyft ⭐ 7,645

A library for answering questions using data you cannot see

Amazon Sagemaker Examples ⭐ 6,123

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Python Machine Learning Book 2nd Edition ⭐ 5,944

The "Python Machine Learning (2nd edition)" book code repository and info resource

H2o 3 ⭐ 5,574

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Tensorflow 2.x Tutorials ⭐ 5,496

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

Pytorch Deep Learning ⭐ 5,404

Deep Learning (with PyTorch)

Deep Learning Coursera ⭐ 5,253

Deep Learning Specialization by Andrew Ng on Coursera.

Annotated_deep_learning_paper_implementations ⭐ 5,251

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

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

Introtodeeplearning ⭐ 4,860

Lab Materials for MIT 6.S191: Introduction to Deep Learning

TensorFlow documentation

Course V3 ⭐ 4,740

The 3rd edition of course.fast.ai

Practical_rl ⭐ 4,675

A course in reinforcement learning in the wild

Machine Learning For Trading ⭐ 4,668

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

Edward ⭐ 4,503

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

Deeplearning ⭐ 4,439

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Deep Learning V2 Pytorch ⭐ 4,384

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

Stock Prediction Models ⭐ 4,130

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Ssd Tensorflow ⭐ 4,049

Single Shot MultiBox Detector in TensorFlow

Models ⭐ 4,021

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

T81_558_deep_learning ⭐ 3,986

Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks

D2l Pytorch ⭐ 3,757

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

Probability ⭐ 3,498

Probabilistic reasoning and statistical analysis in TensorFlow

NeMo: a toolkit for conversational AI

Adanet ⭐ 3,309

Fast and flexible AutoML with learning guarantees.

Dive Into Dl Tensorflow2.0 ⭐ 3,248

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

Zhihu ⭐ 3,228

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

Graph Based Deep Learning Literature ⭐ 3,218

links to conference publications in graph-based deep learning

Tensorwatch ⭐ 3,068

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Artline ⭐ 2,939

A Deep Learning based project for creating line art portraits.

Deep Learning Keras Tensorflow ⭐ 2,822

Introduction to Deep Neural Networks with Keras and Tensorflow

Lstm Human Activity Recognition ⭐ 2,818

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

Machinelearningnotebooks ⭐ 2,715

Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

Covid Chestxray Dataset ⭐ 2,712

We are building an open database of COVID-19 cases with chest X-ray or CT images.

Deep_reinforcement_learning_course ⭐ 2,665

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

Deep Learning Book ⭐ 2,650

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

Python Machine Learning Book 3rd Edition ⭐ 2,536

The "Python Machine Learning (3rd edition)" book code repository

Alpha Zero General ⭐ 2,524

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Monodepth2 ⭐ 2,479

[ICCV 2019] Monocular depth estimation from a single image

Dlwpt Code ⭐ 2,407

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

Deepnlp Models Pytorch ⭐ 2,372

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

Competition Baseline ⭐ 2,363

数据科学竞赛知识、代码、思路

Gluon Api ⭐ 2,321

A clear, concise, simple yet powerful and efficient API for deep learning.

Yolov3 Tf2 ⭐ 2,278

YoloV3 Implemented in Tensorflow 2.0

Ml Workspace ⭐ 2,232

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Girls In Ai ⭐ 2,134

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

Deep Text Recognition Benchmark ⭐ 2,016

Text recognition (optical character recognition) with deep learning methods.

Forecasting ⭐ 1,990

Time Series Forecasting Best Practices & Examples

Deep Learning With Keras Notebooks ⭐ 1,868

Jupyter notebooks for using & learning Keras

Deepschool.io ⭐ 1,777

Deep Learning tutorials in jupyter notebooks.

Tensorflow Deep Learning ⭐ 1,678

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

Captcha_break ⭐ 1,677

验证码识别

Deeplearningfornlpinpytorch ⭐ 1,605

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

Practical Machine Learning With Python ⭐ 1,586

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Benchmarking Gnns ⭐ 1,542

Repository for benchmarking graph neural networks

Tensorflow2.0 Examples ⭐ 1,526

🙄 Difficult algorithm, Simple code.

Data Science Question Answer ⭐ 1,511

A repo for data science related questions and answers

FMA: A Dataset For Music Analysis

Objectron ⭐ 1,504

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

Aws Machine Learning University Accelerated Nlp ⭐ 1,485

Machine Learning University: Accelerated Natural Language Processing Class

Flaml ⭐ 1,477

A fast and lightweight AutoML library.

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

Awesome Pytorch List Cnversion ⭐ 1,426

Awesome-pytorch-list 翻译工作进行中......

Sphereface ⭐ 1,366

Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.

Sfmlearner ⭐ 1,365

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

Nlp Models Tensorflow ⭐ 1,329

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

Ganspace ⭐ 1,325

Discovering Interpretable GAN Controls [NeurIPS 2020]

Knet.jl ⭐ 1,308

Koç University deep learning framework.

H2o Tutorials ⭐ 1,305

Tutorials and training material for the H2O Machine Learning Platform

Hyperlearn ⭐ 1,220

Waiting hours for a future prediction is unacceptable. Hyperlearn makes AI and ML algorithms 50% faster, use 90% less memory and doesn't require you to use new hardware! ML Algorithms like PCA, Linear Regression, NMF are all faster!

Deep Learning Time Series ⭐ 1,202

List of papers, code and experiments using deep learning for time series forecasting

Lectures Labs ⭐ 1,185

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

Tensorflow Onnx ⭐ 1,181

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

My Journey In The Data Science World ⭐ 1,175

📢 Ready to learn or review your knowledge!

Official Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

Practicalai Cn ⭐ 1,160

AI实战-practicalAI 中文版

Computer Vision In Action ⭐ 1,153

《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

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Command Line Interface 📦 48

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Computer Science 📦 74

Configuration Management 📦 39

Content Management 📦 167

Control Flow 📦 197

Data Formats 📦 77

Data Processing 📦 266

Data Storage 📦 132

Economics 📦 60

Frameworks 📦 198

Graphics 📦 103

Hardware 📦 148

Integrated Development Environments 📦 47

Learning Resources 📦 147

Libraries 📦 119

Lists Of Projects 📦 21

Machine Learning 📦 336

Mapping 📦 61

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 97

Networking 📦 304

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Programming Languages 📦 229

Runtime Environments 📦 96

Science 📦 42

Security 📦 375

Social Media 📦 26

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Software Development 📦 68

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Web User Interface 📦 194

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