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The Top 2,806 Jupyter Notebook Pytorch Open Source Projects

Categories > Data Processing > Jupyter Notebook
Madewithml ⭐ 30,046
Learn how to responsibly deliver value with ML.
total releases 5most recent commit 14 days ago
Fastai ⭐ 22,319
The fastai deep learning library
dependent packages 115total releases 133most recent commit 19 hours agopypi fastai} Downloads
Learnopencv ⭐ 16,379
Learn OpenCV : C++ and Python Examples
most recent commit 3 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
Deeplearning Models ⭐ 15,053
A collection of various deep learning architectures, models, and tips
most recent commit 23 days 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
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
Nlp Tutorial ⭐ 9,097
Natural Language Processing Tutorial for Deep Learning Researchers
most recent commit 10 months ago
Annotated_deep_learning_paper_implementations ⭐ 9,021
🧑‍🏫 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 67most recent commit 4 days agopypi labml-nn} Downloads
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
Pysyft ⭐ 8,128
A library for answering questions using data you cannot see
dependent packages 2total releases 81most recent commit 6 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
Pytorch Tutorial ⭐ 6,783
Build your neural network easy and fast, 莫烦Python中文教学
most recent commit 12 days ago
Deepo ⭐ 6,197
Setup and customize deep learning environment in seconds.
most recent commit 2 months ago
Pytorch Deep Learning ⭐ 5,801
Deep Learning (with PyTorch)
most recent commit a month ago
Tts ⭐ 5,500
🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
most recent commit 5 months ago
Practical_rl ⭐ 4,896
A course in reinforcement learning in the wild
most recent commit a month ago
Yet Another Efficientdet Pytorch ⭐ 4,892
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
most recent commit 7 months ago
Pyprobml ⭐ 4,758
Python code for "Probabilistic Machine learning" book by Kevin Murphy
most recent commit 4 days ago
Haystack ⭐ 4,705
🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.
dependent packages 2total releases 20most recent commit 6 hours agopypi farm-haystack} Downloads
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
Hub ⭐ 4,531
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 135most recent commit 2 days agopypi hub} Downloads
Skorch ⭐ 4,503
A scikit-learn compatible neural network library that wraps PyTorch
dependent packages 20total releases 14most recent commit 3 days agopypi skorch} Downloads
Practical Pytorch ⭐ 4,272
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
most recent commit a year ago
Deeplearningzerotoall ⭐ 4,126
TensorFlow Basic Tutorial Labs
most recent commit a year ago
Deep Reinforcement Learning ⭐ 4,059
Repo for the Deep Reinforcement Learning Nanodegree program
most recent commit 3 months ago
Bigdl ⭐ 3,931
Building Large-Scale AI Applications for Distributed Big Data
dependent packages 10total releases 16most recent commit 7 hours ago
Lama ⭐ 3,784
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
most recent commit 2 days 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
Tacotron2 ⭐ 3,598
Tacotron 2 - PyTorch implementation with faster-than-realtime inference
most recent commit 20 hours ago
Distiller ⭐ 3,489
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
most recent commit a year 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
Simple Faster Rcnn Pytorch ⭐ 3,107
A simplified implemention of Faster R-CNN that replicate performance from origin paper
most recent commit a year ago
Polyaxon ⭐ 3,094
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 10total releases 330most recent commit 3 days agopypi polyaxon} Downloads
Pytorch Sentiment Analysis ⭐ 2,905
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
most recent commit 10 months ago
Monodepth2 ⭐ 2,892
[ICCV 2019] Monocular depth estimation from a single image
most recent commit 3 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
Pytorch Seq2seq ⭐ 2,634
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
most recent commit a year ago
Tutorials ⭐ 2,604
Tutorials for creating and using ONNX models
most recent commit 2 months 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
Analytics Zoo ⭐ 2,487
Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
dependent packages 3total releases 194most recent commit 2 months agopypi bigdl-orca} Downloads
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
Deepnlp Models Pytorch ⭐ 2,372
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
most recent commit 3 years ago
Pai ⭐ 2,299
Resource scheduling and cluster management for AI
total releases 55most recent commit 18 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
Tsai ⭐ 2,040
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 9 hours agopypi tsai} Downloads
Pytorchviz ⭐ 1,851
A small package to create visualizations of PyTorch execution graphs
most recent commit 10 months ago
Ax ⭐ 1,822
Adaptive Experimentation Platform
dependent packages 13total releases 27most recent commit 9 hours agopypi ax-platform} Downloads
Benchmarking Gnns ⭐ 1,802
Repository for benchmarking graph neural networks
most recent commit 16 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
Micrograd ⭐ 1,734
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
dependent packages 1total releases 1most recent commit a year agopypi micrograd} Downloads
Facemaskdetection ⭐ 1,697
开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.
most recent commit 5 months ago
Silero Models ⭐ 1,674
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
total releases 2most recent commit 4 days ago
Sahi ⭐ 1,634
A lightweight vision library for performing large scale object detection/ instance segmentation.
dependent packages 5total releases 75most recent commit 5 days agopypi sahi} Downloads
Deeplearningframeworks ⭐ 1,609
Demo of running NNs across different frameworks
most recent commit 4 years ago
Deeplearningfornlpinpytorch ⭐ 1,605
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
most recent commit 3 years ago
Machine_learning_beginner ⭐ 1,594
机器学习初学者公众号作品
most recent commit a year ago
Ganspace ⭐ 1,593
Discovering Interpretable GAN Controls [NeurIPS 2020]
most recent commit 2 months ago
Hiddenlayer ⭐ 1,531
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
dependent packages 5total releases 3most recent commit 7 months agopypi hiddenlayer} Downloads
Deepchecks ⭐ 1,524
Test Suites for Validating ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.
total releases 31most recent commit 21 hours ago
Deep Learning Time Series ⭐ 1,518
List of papers, code and experiments using deep learning for time series forecasting
most recent commit 3 months ago
Transformers Tutorials ⭐ 1,510
This repository contains demos I made with the Transformers library by HuggingFace.
most recent commit 7 hours ago
Machine Learning ⭐ 1,466
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
most recent commit a month ago
Tensorrt ⭐ 1,430
PyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT
total releases 3most recent commit 2 days ago
Awesome Pytorch List Cnversion ⭐ 1,426
Awesome-pytorch-list 翻译工作进行中......
most recent commit 10 months ago
Computer Vision In Action ⭐ 1,422
学习闭环《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-actio 👇项目主页
most recent commit 9 days ago
Insightface_pytorch ⭐ 1,336
Pytorch0.4.1 codes for InsightFace
most recent commit 3 months ago
Ganotebooks ⭐ 1,335
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
most recent commit 4 years ago
Dl Colab Notebooks ⭐ 1,314
Try out deep learning models online on Google Colab
most recent commit 3 months ago
Ecco ⭐ 1,284
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
dependent packages 1total releases 18most recent commit 4 months agopypi ecco} Downloads
Rainbow Is All You Need ⭐ 1,271
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
most recent commit a month ago
Simclr ⭐ 1,240
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
most recent commit 4 months ago
Hyperlearn ⭐ 1,226
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!
most recent commit 6 months ago
Deeplearning_tutorials ⭐ 1,216
The deeplearning algorithms implemented by tensorflow
most recent commit 3 years ago
Densedepth ⭐ 1,175
High Quality Monocular Depth Estimation via Transfer Learning
most recent commit 5 months ago
Livelossplot ⭐ 1,169
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
dependent packages 6total releases 25most recent commit 2 months agopypi livelossplot} Downloads
Animegan ⭐ 1,164
A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.
most recent commit 6 months ago
Practicalai Cn ⭐ 1,160
AI实战-practicalAI 中文版
most recent commit 3 years ago
Ru Dalle ⭐ 1,147
Generate images from texts. In Russian
most recent commit a month ago
Opacus ⭐ 1,145
Training PyTorch models with differential privacy
dependent packages 11total releases 16most recent commit 7 days agopypi opacus} Downloads
Nebullvm ⭐ 1,139
Easy-to-use library to boost AI inference leveraging state-of-the-art optimization techniques.
most recent commit 4 days ago
Attention Transfer ⭐ 1,120
Improving Convolutional Networks via Attention Transfer (ICLR 2017)
most recent commit 4 years ago
Cs224u ⭐ 1,095
Code for Stanford CS224u
most recent commit 5 days ago
Mlops ⭐ 1,081
A project-based course on the foundations of MLOps with a focus on intuition and application.
most recent commit 4 days ago
Labml ⭐ 1,078
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
dependent packages 6total releases 126most recent commit 13 days agopypi labml} Downloads
Pytorchnlpbook ⭐ 1,043
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
most recent commit 2 years ago
Advertorch ⭐ 1,039
A Toolbox for Adversarial Robustness Research
dependent packages 1total releases 10most recent commit a month agopypi advertorch} Downloads
Parallelwavegan ⭐ 1,033
Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN & HiFi-GAN & StyleMelGAN) with Pytorch
dependent packages 2total releases 39most recent commit 11 days agopypi parallel-wavegan} Downloads
Pytorch 3dunet ⭐ 1,024
3D U-Net model for volumetric semantic segmentation written in pytorch
most recent commit 3 months ago
Pytorch Struct ⭐ 1,016
Fast, general, and tested differentiable structured prediction in PyTorch
most recent commit 4 months ago
Vit Pytorch ⭐ 984
Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
most recent commit 5 months ago
Machinelearning ⭐ 983
Machine learning algorithms implemented by pure numpy
most recent commit 3 months ago
Ml Foundations ⭐ 970
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
most recent commit 11 days ago
Adabelief Optimizer ⭐ 967
Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"
most recent commit 3 months ago
Deep Learning Experiments ⭐ 944
Videos, notes and experiments to understand deep learning
most recent commit 2 days ago
Nerf_pl ⭐ 943
NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning
most recent commit 2 months ago
Lovaszsoftmax ⭐ 941
Code for the Lovász-Softmax loss (CVPR 2018)
most recent commit 3 years ago
Discogan Pytorch ⭐ 928
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
most recent commit 4 years ago
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.
most recent commit a year ago
Kobert ⭐ 838
Korean BERT pre-trained cased (KoBERT)
most recent commit 2 months ago
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