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The Top 6,151 Jupyter Notebook Deep Learning Open Source Projects

Categories > Machine Learning > Deep Learning
Categories > Data Processing > Jupyter Notebook
Tensorflow Examples ⭐ 41,533
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
most recent commit 5 months ago
Madewithml ⭐ 30,046
Learn how to responsibly deliver value with ML.
total releases 5most recent commit 8 days ago
Handson Ml ⭐ 24,169
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
most recent commit 2 months ago
Fastai ⭐ 22,295
The fastai deep learning library
dependent packages 114total releases 133most recent commit 15 hours agopypi fastai} Downloads
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit a month ago
Reinforcement Learning ⭐ 17,260
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
most recent commit 7 months ago
Learnopencv ⭐ 16,327
Learn OpenCV : C++ and Python Examples
most recent commit 4 days ago
Pytorch Handbook ⭐ 16,243
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
most recent commit 2 months ago
Shap ⭐ 15,999
A game theoretic approach to explain the output of any machine learning model.
dependent packages 153total releases 94most recent commit a month agopypi shap} Downloads
Tensorflow Course ⭐ 15,697
📡 Simple and ready-to-use tutorials for TensorFlow
most recent commit 9 months ago
Fastbook ⭐ 14,903
The fastai book, published as Jupyter Notebooks
total releases 23most recent commit 16 days ago
Deep Learning With Python Notebooks ⭐ 14,799
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
most recent commit 3 months ago
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。
most recent commit 7 months ago
Screenshot To Code ⭐ 13,625
A neural network that transforms a design mock-up into a static website.
most recent commit 2 months ago
Recommenders ⭐ 13,178
Best Practices on Recommendation Systems
dependent packages 2total releases 10most recent commit 12 hours agopypi recommenders} Downloads
First Order Model ⭐ 11,945
This repository contains the source code for the paper First Order Motion Model for Image Animation
most recent commit 5 months ago
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.
most recent commit 9 months ago
Ml Nlp ⭐ 10,874
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。
most recent commit 5 months ago
Pandas Profiling ⭐ 8,967
Create HTML profiling reports from pandas DataFrame objects
dependent packages 78total releases 29most recent commit 18 hours agopypi pandas-profiling} Downloads
Annotated_deep_learning_paper_implementations ⭐ 8,891
🧑‍🏫 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, ... 🧠
dependent packages 1total releases 66most recent commit 3 days agopypi labml-nn} Downloads
Tensorflow Tutorials ⭐ 8,644
TensorFlow Tutorials with YouTube Videos
most recent commit a year ago
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》)
most recent commit a year ago
Mit Deep Learning ⭐ 8,440
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
most recent commit a year ago
Computervision Recipes ⭐ 8,318
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 3 months ago
Pysyft ⭐ 8,114
A library for answering questions using data you cannot see
dependent packages 2total releases 80most recent commit 4 hours agopypi syft} Downloads
Deeplearning ⭐ 7,463
深度学习入门教程, 优秀文章, Deep Learning Tutorial
most recent commit a month ago
Amazon Sagemaker Examples ⭐ 6,898
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
most recent commit 12 hours ago
Machine Learning Notes ⭐ 6,327
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
most recent commit 6 days ago
Deepo ⭐ 6,197
Setup and customize deep learning environment in seconds.
most recent commit 2 months ago
Python Machine Learning Book 2nd Edition ⭐ 5,944
The "Python Machine Learning (2nd edition)" book code repository and info resource
most recent commit 2 years ago
H2o 3 ⭐ 5,824
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.
dependent packages 30total releases 226most recent commit 2 hours ago
Pytorch Deep Learning ⭐ 5,801
Deep Learning (with PyTorch)
most recent commit a month ago
Machine Learning For Trading ⭐ 5,630
Code for Machine Learning for Algorithmic Trading, 2nd edition.
most recent commit 22 days ago
Tensorflow_tutorials ⭐ 5,548
From the basics to slightly more interesting applications of Tensorflow
most recent commit 5 months ago
Tts ⭐ 5,500
🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
most recent commit 4 months ago
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。
most recent commit 2 years ago
Docs ⭐ 5,260
TensorFlow documentation
most recent commit 14 hours ago
Deep Learning Coursera ⭐ 5,253
Deep Learning Specialization by Andrew Ng on Coursera.
most recent commit 3 years ago
Courses ⭐ 5,099
fast.ai Courses
most recent commit 2 years ago
Introtodeeplearning ⭐ 5,017
Lab Materials for MIT 6.S191: Introduction to Deep Learning
most recent commit 4 months ago
Practical_rl ⭐ 4,896
A course in reinforcement learning in the wild
most recent commit a month ago
Models ⭐ 4,701
A collection of pre-trained, state-of-the-art models in the ONNX format
most recent commit 11 days ago
Aidlearning Framework ⭐ 4,590
🔥🔥AidLearning is a powerful mobile development platform, AidLearning builds a linux env supporting GUI, deep learning and visual IDE on Android...Now Aid supports OpenCL (GPU+NPU) for high performance acceleration...Linux on Android or HarmonyOS
most recent commit 4 months ago
Deep Learning V2 Pytorch ⭐ 4,561
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanod
most recent commit 2 months ago
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dependent packages 1total releases 28most recent commit 3 years agopypi Edward} Downloads
T81_558_deep_learning ⭐ 4,501
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
most recent commit a day ago
Hub ⭐ 4,489
Dataset format for AI. Build, manage, query & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai
dependent packages 1total releases 134most recent commit 2 days agopypi hub} Downloads
Machine Learning Mindmap ⭐ 4,400
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
most recent commit 2 years ago
Nemo ⭐ 4,236
NeMo: a toolkit for conversational AI
dependent packages 5total releases 55most recent commit 3 hours agopypi nemo-toolkit} Downloads
Stock Prediction Models ⭐ 4,130
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
most recent commit 10 months ago
Deep Reinforcement Learning ⭐ 4,059
Repo for the Deep Reinforcement Learning Nanodegree program
most recent commit 3 months ago
Ssd Tensorflow ⭐ 4,049
Single Shot MultiBox Detector in TensorFlow
most recent commit 9 months ago
Deeplearningproject ⭐ 4,043
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
most recent commit 2 years ago
Bigdl ⭐ 3,929
Building Large-Scale AI Applications for Distributed Big Data
dependent packages 10total releases 16most recent commit 7 hours ago
Deep Learning ⭐ 3,767
Repo for the Deep Learning Nanodegree Foundations program.
most recent commit 7 months ago
D2l Pytorch ⭐ 3,757
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
most recent commit 8 months ago
Lama ⭐ 3,721
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
most recent commit 18 hours ago
Probability ⭐ 3,689
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 185total releases 41most recent commit a day agopypi tensorflow-probability} Downloads
Graph Based Deep Learning Literature ⭐ 3,657
links to conference publications in graph-based deep learning
most recent commit 6 days ago
Unet ⭐ 3,641
unet for image segmentation
most recent commit 8 months ago
Deep_reinforcement_learning_course ⭐ 3,342
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
most recent commit a month ago
Adanet ⭐ 3,309
Fast and flexible AutoML with learning guarantees.
total releases 13most recent commit 9 months ago
Datascience ⭐ 3,297
Curated list of Python resources for data science.
most recent commit 8 days ago
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
most recent commit 9 months ago
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.
most recent commit a year ago
Deep Learning ⭐ 3,109
most recent commit 2 months ago
Polyaxon ⭐ 3,086
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 9total releases 324most recent commit 2 days agopypi polyaxon} Downloads
Python Machine Learning Book 3rd Edition ⭐ 3,086
The "Python Machine Learning (3rd edition)" book code repository
most recent commit 2 months ago
Artline ⭐ 3,071
A Deep Learning based project for creating line art portraits.
most recent commit 5 months ago
Tensorwatch ⭐ 3,068
Debugging, monitoring and visualization for Python Machine Learning and Data Science
total releases 14most recent commit a year ago
Machinelearningnotebooks ⭐ 3,035
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
most recent commit 16 days ago
Monodepth2 ⭐ 2,892
[ICCV 2019] Monocular depth estimation from a single image
most recent commit 3 months ago
Competition Baseline ⭐ 2,820
数据科学竞赛知识、代码、思路
most recent commit 13 days ago
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
most recent commit a year ago
Deep Text Recognition Benchmark ⭐ 2,788
Text recognition (optical character recognition) with deep learning methods.
most recent commit 2 months ago
Covid Chestxray Dataset ⭐ 2,712
We are building an open database of COVID-19 cases with chest X-ray or CT images.
most recent commit 7 months ago
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
most recent commit 3 years ago
Alpha Zero General ⭐ 2,604
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
most recent commit 6 months ago
Book ⭐ 2,589
Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程）
most recent commit 10 months ago
Mxnet The Straight Dope ⭐ 2,507
An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.
most recent commit 2 years ago
Ranking ⭐ 2,461
Learning to Rank in TensorFlow
dependent packages 10total releases 19most recent commit 25 days agopypi tensorflow-ranking} Downloads
Tensorflow Deep Learning ⭐ 2,456
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
most recent commit 5 days ago
Rl Adventure ⭐ 2,450
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
most recent commit 7 months ago
Dlwpt Code ⭐ 2,407
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
most recent commit a year ago
Ipython Notebooks ⭐ 2,381
A collection of IPython notebooks covering various topics.
most recent commit 2 years ago
Simplified Deeplearning ⭐ 2,380
Simplified implementations of deep learning related works
most recent commit 8 months ago
Deepnlp Models Pytorch ⭐ 2,372
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
most recent commit 3 years ago
Yolov3 Tf2 ⭐ 2,345
YoloV3 Implemented in Tensorflow 2.0
most recent commit 3 months ago
Gluon Api ⭐ 2,321
A clear, concise, simple yet powerful and efficient API for deep learning.
most recent commit 3 years ago
Pai ⭐ 2,299
Resource scheduling and cluster management for AI
total releases 55most recent commit 12 days ago
Ml Workspace ⭐ 2,294
🛠 All-in-one web-based IDE specialized for machine learning and data science.
most recent commit 6 months ago
Machine Learning With Python ⭐ 2,221
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
most recent commit 4 months ago
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
most recent commit 3 years ago
Forecasting ⭐ 2,122
Time Series Forecasting Best Practices & Examples
most recent commit 5 months ago
Tsai ⭐ 2,027
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
dependent packages 1total releases 41most recent commit 35 minutes agopypi tsai} Downloads
Deeprl Agents ⭐ 2,004
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
most recent commit 3 years ago
Deep Learning With Keras Notebooks ⭐ 1,868
Jupyter notebooks for using & learning Keras
most recent commit 3 years ago
Flaml ⭐ 1,861
A fast library for AutoML and tuning.
dependent packages 3total releases 59most recent commit 16 hours agopypi FLAML} Downloads
Benchmarking Gnns ⭐ 1,802
Repository for benchmarking graph neural networks
most recent commit 10 days ago
Objectron ⭐ 1,791
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 cat
most recent commit 4 months ago
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