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The Top 1,498 Deep Learning Paper Open Source Projects

Categories > Machine Learning > Deep Learning
Awesome Deep Learning Papers ⭐ 21,874
The most cited deep learning papers
most recent commit 2 years ago
Applied Ml ⭐ 20,159
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
most recent commit 12 days ago
Pwc ⭐ 14,522
Papers with code. Sorted by stars. Updated weekly.
most recent commit 2 years ago
Awesome Pytorch List ⭐ 12,977
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 2 months ago
Pix2code ⭐ 11,428
pix2code: Generating Code from a Graphical User Interface Screenshot
most recent commit a month ago
Deep_learning_object_detection ⭐ 10,271
A paper list of object detection using deep learning.
most recent commit 8 months ago
Paper Reading ⭐ 9,942
深度学习经典、新论文逐段精读
most recent commit 6 days ago
Awesome Deep Vision ⭐ 9,797
A curated list of deep learning resources for computer vision
most recent commit 5 months ago
Transferlearning ⭐ 9,647
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 3 days ago
Cvpr2022 Paper Code Interpretation ⭐ 9,199
cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2 论文/代码/解读/直播合集，极市团队整理
most recent commit 3 months ago
Qlib ⭐ 8,821
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
total releases 27most recent commit 17 hours ago
Cvpr2022 Papers With Code ⭐ 8,648
CVPR 2022 论文和开源项目合集
most recent commit 24 days ago
Keras Gan ⭐ 8,537
Keras implementations of Generative Adversarial Networks.
most recent commit 5 months ago
Adversarialnetspapers ⭐ 6,175
Awesome paper list with code about generative adversarial nets
most recent commit 8 months ago
Deep Painterly Harmonization ⭐ 5,991
Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189
most recent commit a year ago
Tts ⭐ 5,500
🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
most recent commit 6 months ago
Models ⭐ 4,880
A collection of pre-trained, state-of-the-art models in the ONNX format
most recent commit 7 days ago
Rspapers ⭐ 4,532
A Curated List of Must-read Papers on Recommender System.
most recent commit 3 days ago
Daily Paper Computer Vision ⭐ 4,415
记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文
most recent commit a year ago
Ad Papers ⭐ 3,009
Papers on Computational Advertising
most recent commit a year ago
Benchmark_results ⭐ 2,992
Visual Tracking Paper List
most recent commit 2 years ago
Deep Learning Papers ⭐ 2,954
Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.
most recent commit 3 years ago
Alae ⭐ 2,850
[CVPR2020] Adversarial Latent Autoencoders
most recent commit a year ago
Automatic_speech_recognition ⭐ 2,743
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
most recent commit 5 months ago
Awesome Deeplearning Resources ⭐ 2,569
Deep Learning and deep reinforcement learning research papers and some codes
most recent commit 23 days ago
Best_ai_papers_2021 ⭐ 2,504
A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.
most recent commit 5 months ago
Literaturedl4graph ⭐ 2,456
A comprehensive collection of recent papers on graph deep learning
most recent commit 2 years ago
Awesome Hand Pose Estimation ⭐ 2,392
Awesome work on hand pose estimation/tracking
most recent commit 15 days ago
Deepnlp Models Pytorch ⭐ 2,372
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
most recent commit 3 years ago
Informer2020 ⭐ 2,274
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
most recent commit 3 months ago
Papers ⭐ 2,239
Summaries of machine learning papers
most recent commit 2 years ago
Annotated_research_papers ⭐ 2,157
This repo contains annotated research papers that I found really good and useful
most recent commit 21 hours ago
Best_ai_paper_2020 ⭐ 2,157
A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code
most recent commit 5 months ago
Awesome Image Classification ⭐ 2,138
A curated list of deep learning image classification papers and codes
most recent commit 3 months ago
Deep Learning For Tracking And Detection ⭐ 2,033
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
most recent commit a month ago
Awesome Community Detection ⭐ 1,938
A curated list of community detection research papers with implementations.
most recent commit 4 months ago
Unit ⭐ 1,778
Unsupervised Image-to-Image Translation
most recent commit 10 months ago
Deeplearningimplementations ⭐ 1,772
Implementation of recent Deep Learning papers
most recent commit 2 years ago
The Nlp Pandect ⭐ 1,735
A comprehensive reference for all topics related to Natural Language Processing
most recent commit a month ago
Deeplearning Biology ⭐ 1,670
A list of deep learning implementations in biology
most recent commit 8 months ago
X Transformers ⭐ 1,659
A simple but complete full-attention transformer with a set of promising experimental features from various papers
dependent packages 6total releases 159most recent commit 3 days agopypi x-transformers} Downloads
Deblurgan ⭐ 1,657
Image Deblurring using Generative Adversarial Networks
most recent commit 3 years ago
Sfmlearner ⭐ 1,637
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
most recent commit 8 months ago
Tensorflow2.0 Examples ⭐ 1,611
🙄 Difficult algorithm, Simple code.
most recent commit 4 months ago
Awesome System For Machine Learning ⭐ 1,546
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
most recent commit 4 months ago
Papers Literature Ml Dl Rl Ai ⭐ 1,516
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
most recent commit a year ago
Sphereface ⭐ 1,499
Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.
most recent commit 3 months ago
Abigsurvey ⭐ 1,491
A collection of 700+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)
most recent commit 4 months ago
Awesome Pytorch List Cnversion ⭐ 1,426
Awesome-pytorch-list 翻译工作进行中......
most recent commit a year ago
Nlp_paper_summaries ⭐ 1,372
✍️ A carefully curated list of NLP paper summaries
most recent commit 7 months ago
Fsl Mate ⭐ 1,333
FSL-Mate: A collection of resources for few-shot learning (FSL).
dependent packages 1total releases 3most recent commit 7 days agopypi paddlefsl} Downloads
Big_transfer ⭐ 1,301
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
most recent commit 5 months ago
Byol Pytorch ⭐ 1,223
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
dependent packages 1total releases 24most recent commit 3 months agopypi byol-pytorch} Downloads
Deeplearning_tutorials ⭐ 1,216
The deeplearning algorithms implemented by tensorflow
most recent commit 3 years ago
Awesome Fraud Detection Papers ⭐ 1,129
A curated list of data mining papers about fraud detection.
most recent commit 23 days ago
Deep_q_rl ⭐ 1,030
Theano-based implementation of Deep Q-learning
most recent commit 5 years ago
Catpapers ⭐ 999
Cool vision, learning, and graphics papers on Cats!
most recent commit 21 hours ago
Surface Defect Detection ⭐ 985
📈 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
most recent commit 2 months ago
Semanticsegmentation_dl ⭐ 983
Resources of semantic segmantation based on Deep Learning model
most recent commit 3 years ago
Tensornets ⭐ 968
High level network definitions with pre-trained weights in TensorFlow
dependent packages 2total releases 12most recent commit 2 years agopypi tensornets} Downloads
Transformer In Vision ⭐ 888
Recent Transformer-based CV and related works.
most recent commit a day ago
Awesome Interaction Aware Trajectory Prediction ⭐ 868
A selection of state-of-the-art research materials on trajectory prediction
most recent commit 5 months ago
Awesome Relation Extraction ⭐ 831
📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
most recent commit 5 months ago
Awesome Transformer Attention ⭐ 822
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
most recent commit 11 hours ago
Awesome Gradient Boosting Papers ⭐ 796
A curated list of gradient boosting research papers with implementations.
most recent commit 23 days ago
Covid Ct ⭐ 792
COVID-CT-Dataset: A CT Scan Dataset about COVID-19
most recent commit a year ago
Saliency ⭐ 786
Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).
dependent packages 2total releases 11most recent commit 2 months agopypi saliency} Downloads
Awesome Sentiment Analysis ⭐ 770
😀😄😂😭 A curated list of Sentiment Analysis methods, implementations and misc. 😥😟😱😤
most recent commit 4 years ago
Powerful Gnns ⭐ 762
How Powerful are Graph Neural Networks?
most recent commit a year ago
Awesome Self Supervised Gnn ⭐ 761
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
most recent commit 11 days ago
Dl Nlp Readings ⭐ 752
My Reading Lists of Deep Learning and Natural Language Processing
most recent commit 2 months ago
Papers With Annotations ⭐ 744
Research papers with annotations, illustrations and explanations
most recent commit a year ago
Awesome Fer ⭐ 735
Top conferences & Journals focused on Facial expression recognition (FER)/ Facial action unit (FAU)
most recent commit 2 months ago
Nlp ⭐ 734
📝 This repository recorded my NLP journey.
most recent commit 2 years ago
Graph Fraud Detection Papers ⭐ 690
A curated list of fraud detection papers using graph information or graph neural networks
most recent commit 8 days ago
Awesome Zero Shot Learning ⭐ 690
A curated list of papers, code and resources pertaining to zero shot learning
most recent commit a year ago
Continual Learning ⭐ 682
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).
most recent commit a year ago
Awesome Cvpr Paper ⭐ 681
CVPR 论文收集，包含但不限于2022、2021、2020、2019、2018、2017文章
most recent commit 4 months ago
Awesome_tensorflow_implementations ⭐ 673
most recent commit 6 years ago
Awesome Model Quantization ⭐ 670
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
most recent commit 4 days ago
Pplm ⭐ 669
Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
most recent commit a year ago
Densenet ⭐ 658
DenseNet implementation in Keras
most recent commit 2 years ago
Learning Deep Learning ⭐ 658
Paper reading notes on Deep Learning and Machine Learning
most recent commit 4 days ago
Paper_reading_list ⭐ 647
Recommended Papers. Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Learning (cs.LG)
most recent commit 2 years ago
Awesome Question Answering ⭐ 640
Resources, datasets, papers on Question Answering
most recent commit 3 months ago
Awesome Face ⭐ 626
😎 face releated algorithm, dataset and paper
most recent commit 3 years ago
Hand3d ⭐ 611
Network estimating 3D Handpose from single color images
most recent commit 4 years ago
All About The Gan ⭐ 602
All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
most recent commit 4 years ago
Deep Compression Alexnet ⭐ 599
Deep Compression on AlexNet
most recent commit 4 months ago
Awesome Image Colorization ⭐ 592
📚 A collection of Deep Learning based Image Colorization and Video Colorization papers.
most recent commit a month ago
Dnc Tensorflow ⭐ 589
A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)
most recent commit 2 years ago
Awesome Torch ⭐ 576
A curated list of awesome Torch tutorials, projects and communities
most recent commit 4 years ago
Fast_abs_rl ⭐ 575
Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"
most recent commit 2 years ago
Deep Image Matting ⭐ 574
This is tensorflow implementation for paper "Deep Image Matting"
most recent commit 4 years ago
Recommendersystem Paper ⭐ 567
This repository includes some papers that I have read or which I think may be very interesting.
most recent commit 3 years ago
Deep Image Matting Pytorch ⭐ 558
Deep Image Matting implementation in PyTorch
most recent commit 2 years ago
Tensorflow Value Iteration Networks ⭐ 544
TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper
most recent commit 3 years ago
Papers ⭐ 539
📎 Summaries of papers on deep learning
most recent commit 3 years ago
Class Balanced Loss Pytorch ⭐ 538
Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"
most recent commit a year ago
Keras Mmoe ⭐ 529
A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)
most recent commit 4 months ago
1-100 of 1,498 projects
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