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The Top 2,336 Jupyter Notebook Pytorch Open Source Projects on Github

Categories > Data Processing > Jupyter Notebook
Madewithml ⭐ 28,992
Learn how to responsibly deliver value with ML.
Fastai ⭐ 21,666
The fastai deep learning library
Pytorch Handbook ⭐ 15,523
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
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。
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.
Nlp Tutorial ⭐ 9,097
Natural Language Processing Tutorial for Deep Learning Researchers
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》)
Pysyft ⭐ 7,761
A library for answering questions using data you cannot see
Deeplearning ⭐ 6,030
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Pytorch Tutorial ⭐ 5,823
Build your neural network easy and fast, 莫烦Python中文教学
Pytorch Deep Learning ⭐ 5,525
Deep Learning (with PyTorch)
Annotated_deep_learning_paper_implementations ⭐ 5,514
🧑‍🏫 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, ... 🧠
Tts ⭐ 4,978
🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
Yet Another Efficientdet Pytorch ⭐ 4,892
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
Course V3 ⭐ 4,740
The 3rd edition of course.fast.ai
Practical_rl ⭐ 4,712
A course in reinforcement learning in the wild
Deep Learning V2 Pytorch ⭐ 4,397
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Skorch ⭐ 4,227
A scikit-learn compatible neural network library that wraps PyTorch
Pyprobml ⭐ 4,163
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
Deeplearningzerotoall ⭐ 4,126
TensorFlow Basic Tutorial Labs
Deep Reinforcement Learning ⭐ 3,976
Repo for the Deep Reinforcement Learning Nanodegree program
Bigdl ⭐ 3,802
Building Large-Scale AI Applications for Distributed Big Data
D2l Pytorch ⭐ 3,757
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
Distiller ⭐ 3,489
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
Simple Faster Rcnn Pytorch ⭐ 3,107
A simplified implemention of Faster R-CNN that replicate performance from origin paper
Pytorch Sentiment Analysis ⭐ 2,905
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
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"
Pytorch Seq2seq ⭐ 2,634
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
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
Analytics Zoo ⭐ 2,431
Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
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)
Ml Workspace ⭐ 2,294
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Lama ⭐ 1,978
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
Deeplearningfornlpinpytorch ⭐ 1,605
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
Benchmarking Gnns ⭐ 1,542
Repository for benchmarking graph neural networks
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
Awesome Pytorch List Cnversion ⭐ 1,426
Awesome-pytorch-list 翻译工作进行中......
Facemaskdetection ⭐ 1,423
开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.
Ganotebooks ⭐ 1,335
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
Ganspace ⭐ 1,325
Discovering Interpretable GAN Controls [NeurIPS 2020]
Deep Learning Time Series ⭐ 1,272
List of papers, code and experiments using deep learning for time series forecasting
Dl Colab Notebooks ⭐ 1,226
Try out deep learning models online on Google Colab
Hyperlearn ⭐ 1,219
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!
Computer Vision In Action ⭐ 1,203
《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
Machine Learning ⭐ 1,187
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
Practicalai Cn ⭐ 1,160
AI实战-practicalAI 中文版
Densedepth ⭐ 1,153
High Quality Monocular Depth Estimation via Transfer Learning
Attention Transfer ⭐ 1,120
Improving Convolutional Networks via Attention Transfer (ICLR 2017)
Livelossplot ⭐ 1,117
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
Silero Models ⭐ 1,088
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
Rainbow Is All You Need ⭐ 1,079
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
Pytorchnlpbook ⭐ 1,043
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
Torch Tensorrt ⭐ 1,015
PyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT
Animegan ⭐ 1,008
A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.
Tsai ⭐ 999
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Machinelearning ⭐ 943
Machine learning algorithms implemented by pure numpy
Lovaszsoftmax ⭐ 941
Code for the Lovász-Softmax loss (CVPR 2018)
Mmclassification ⭐ 940
OpenMMLab Image Classification Toolbox and Benchmark
Discogan Pytorch ⭐ 928
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
Ecco ⭐ 918
Visualize and explore NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2).
Advertorch ⭐ 909
A Toolbox for Adversarial Robustness Research
Pytorch 3dunet ⭐ 873
3D U-Net model for volumetric semantic segmentation written in pytorch
Getting Things Done With Pytorch ⭐ 873
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
Mlops ⭐ 865
A project-based course on the foundations of MLOps with a focus on intuition and application.
Parallelwavegan ⭐ 860
Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN & HiFi-GAN & StyleMelGAN) with Pytorch
Pytorch Openpose ⭐ 826
pytorch implementation of openpose including Hand and Body Pose Estimation.
Pytorch Everybodydancenow ⭐ 806
Implementation of Everybody Dance Now by pytorch
Transformers Tutorials ⭐ 804
This repository contains demos I made with the Transformers library by HuggingFace.
Simclr ⭐ 749
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
Labml ⭐ 747
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
Ru Dalle ⭐ 745
Generate images from texts. In Russian
Kobert ⭐ 739
Korean BERT pre-trained cased (KoBERT)
Skindeep ⭐ 731
Get Deinked!!
Deeprl Tutorials ⭐ 726
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
Gans ⭐ 726
Generative Adversarial Networks implemented in PyTorch and Tensorflow
Pytorch Gat ⭐ 719
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
Pytorch_classification ⭐ 712
利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码
Cvnd_exercises ⭐ 692
Exercise notebooks for CVND.
Torchdyn ⭐ 682
A PyTorch based library for all things neural differential equations and implicit neural models.
Capsule Network Tutorial ⭐ 678
Pytorch easy-to-follow Capsule Network tutorial
Ml Mipt ⭐ 676
Open Machine Learning course at MIPT
Nerf_pl ⭐ 674
NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning
Ml Foundations ⭐ 661
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Breast_cancer_classifier ⭐ 657
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
Fastai2 ⭐ 630
Temporary home for fastai v2 while it's being developed
Facial Similarity With Siamese Networks In Pytorch ⭐ 620
Implementing Siamese networks with a contrastive loss for similarity learning
Tensor Sensor ⭐ 604
The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.
Webdataset ⭐ 596
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
Rl Book ⭐ 576
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
Detectorch ⭐ 567
Detectorch - detectron for PyTorch
Functional Zoo ⭐ 557
PyTorch and Tensorflow functional model definitions
Notebooks ⭐ 556
code for deep learning courses
Bayesian Neural Networks ⭐ 554
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Graph_nets ⭐ 544
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
Fire Smoke Detect Yolov4 ⭐ 539
fire-smoke-detect-yolov4-yolov5 and fire-smoke-detection-dataset 火灾检测，烟雾检测
Python Tutorial ⭐ 518
Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。
Yolo V5 ⭐ 515
🎨 Pytorch YOLO v5 训练自己的数据集超详细教程！！！ 🎨 (提供PDF训练教程下载）
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