Updated: 2022-04-10 / Tips：English projects refer to those with documents in English, usually displayed in the readme / wiki / official website.
| # | Repository | Description | Stars | Updated | Created |
|---|---|---|---|---|---|
| 1 | RunaCapital/awesome-oss-alternatives | Awesome list of open-source startup alternatives to well-known SaaS products 🚀 | 9571 | 2022-04-08 | 2021-11-15 |
| 2 | xmu-xiaoma666/External-Attention-pytorch | 🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐ | 4743 | 2022-04-07 | 2021-05-08 |
| 3 | facebookresearch/dino | PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO | 3436 | 2022-01-05 | 2021-04-21 |
| 4 | pengzhiliang/MAE-pytorch | Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners | 2025 | 2022-03-17 | 2021-11-13 |
| 5 | princeton-nlp/SimCSE | EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings | 1907 | 2021-11-26 | 2021-04-16 |
| 6 | WongKinYiu/yolor | implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206) | 1492 | 2022-03-05 | 2021-04-12 |
| 7 | MenghaoGuo/Awesome-Vision-Attentions | Summary of related papers on visual attention. Related code will be released based on Jittor gradually. | 1484 | 2022-03-05 | 2021-09-01 |
| 8 | thunlp/OpenPrompt | An Open-Source Framework for Prompt-Learning. | 1304 | 2022-03-30 | 2021-09-30 |
| 9 | mosaicml/composer | library of algorithms to speed up neural network training | 1179 | 2022-04-09 | 2021-10-12 |
| 10 | stong/how-to-exploit-a-double-free | How to exploit a double free vulnerability in 2021. Use After Free for Dummies | 1172 | 2021-10-31 | 2021-10-26 |
| 11 | alibaba/AliceMind | ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab | 1080 | 2022-01-25 | 2021-05-21 |
| 12 | THUDM/CogView | Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers". | 798 | 2022-04-01 | 2021-05-25 |
| 13 | openvinotoolkit/anomalib | An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference. | 738 | 2022-04-09 | 2021-11-02 |
| 14 | TorchSSL/TorchSSL | A PyTorch-based library for semi-supervised learning (NeurIPS'21) | 698 | 2022-02-25 | 2021-10-12 |
| 15 | microsoft/SoftTeacher | Semi-Supervised Learning, Object Detection, ICCV2021 | 658 | 2021-11-29 | 2021-08-06 |
| 16 | VHellendoorn/Code-LMs | Guide to using pre-trained large language models of source code | 645 | 2022-04-01 | 2021-11-25 |
| 17 | pytorch/data | A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries. | 643 | 2022-04-09 | 2021-05-12 |
| 18 | joouha/euporie | Jupyter notebooks in the terminal | 563 | 2022-04-06 | 2021-05-08 |
| 19 | rbignon/doctoshotgun | Script to automatically book a vaccine slot on Doctolib in the next seven days. | 558 | 2021-12-19 | 2021-05-16 |
| 20 | booknlp/booknlp | BookNLP, a natural language processing pipeline for books | 545 | 2021-12-03 | 2021-11-22 |
| 21 | Free-TV/IPTV | M3U Playlist for free TV channels | 543 | 2022-04-08 | 2021-04-13 |
| 22 | karpathy/arxiv-sanity-lite | arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors based on paper abstracts. | 515 | 2022-02-28 | 2021-11-13 |
| 23 | RL-VIG/LibFewShot | LibFewShot: A Comprehensive Library for Few-shot Learning. | 510 | 2022-04-08 | 2021-08-04 |
| 24 | YeWR/EfficientZero | Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021. | 499 | 2022-03-02 | 2021-10-21 |
| 25 | sicxu/Deep3DFaceRecon_pytorch | Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set (CVPRW 2019). A PyTorch implementation. | 488 | 2022-02-06 | 2021-07-19 |
| 26 | cybersecsi/RAUDI | A repo to automatically generate and keep updated a series of Docker images through GitHub Actions. | 486 | 2022-04-09 | 2021-12-28 |
| 27 | relogX/system-design-questions | Problem statements on System Design and Software Architecture as part of Arpit's System Design Masterclass | 456 | 2022-03-01 | 2021-10-19 |
| 28 | SkywalkerJi/mdt | Yu-Gi-Oh! Master Duel Translation Script | 438 | 2022-04-07 | 2022-01-24 |
| 29 | wdmpa/content-farm-list | List of content farm sites like g.penzai.com. | 434 | 2022-04-08 | 2021-10-09 |
| 30 | tensorflow/decision-forests | A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras. | 414 | 2022-04-08 | 2021-04-22 |
| 31 | Jingjing-NLP/VOLT | Code for paper "Vocabulary Learning via Optimal Transport for Neural Machine Translation" | 393 | 2022-02-02 | 2021-07-03 |
| 32 | OFA-Sys/OFA | Official repository of OFA. Paper: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework | 389 | 2022-04-06 | 2022-01-29 |
| 33 | PyGCL/PyGCL | PyGCL: A PyTorch Library for Graph Contrastive Learning | 387 | 2022-04-02 | 2021-06-07 |
| 34 | huggingface/course | The Hugging Face course | 381 | 2022-04-09 | 2021-08-13 |
| 35 | open-mmlab/mmfewshot | OpenMMLab FewShot Learning Toolbox and Benchmark | 377 | 2022-04-09 | 2021-11-22 |
| 36 | captn3m0/pystitcher | pystitcher stitches your PDF files together, generating nice customizable bookmarks for you using a declarative markdown file as input | 374 | 2022-01-26 | 2021-05-26 |
| 37 | KaiyangZhou/CoOp | Prompt Learning for Vision-Language Models | 351 | 2022-04-09 | 2021-09-01 |
| 38 | Yura52/rtdl | Research on Tabular Deep Learning (Python package & papers) | 338 | 2022-03-16 | 2021-06-10 |
| 39 | afiaka87/clip-guided-diffusion | A CLI tool/python module for generating images from text using guided diffusion and CLIP from OpenAI. | 317 | 2022-02-08 | 2021-07-21 |
| 40 | nalgeon/dataviz | Data visualization guide for presentations, reports, and dashboards | 307 | 2021-12-30 | 2021-04-10 |
| 41 | ArrowLuo/CLIP4Clip | An official implementation for "CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval" | 302 | 2021-12-02 | 2021-04-13 |
| 42 | twitterdev/getting-started-with-the-twitter-api-v2-for-academic-research | A course on getting started with the Twitter API v2 for academic research | 292 | 2022-01-18 | 2021-06-21 |
| 43 | guilatrova/tryceratops | A linter to prevent exception handling antipatterns in Python (limited only for those who like dinosaurs). | 270 | 2022-03-07 | 2021-06-19 |
| 44 | weiyithu/NerfingMVS | [ICCV 2021 Oral] NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo | 265 | 2021-12-09 | 2021-08-11 |
| 45 | facebookresearch/av_hubert | A self-supervised learning framework for audio-visual speech | 264 | 2022-03-07 | 2021-12-23 |
| 46 | lucidrains/x-clip | A concise but complete implementation of CLIP with various experimental improvements from recent papers | 242 | 2022-03-01 | 2021-12-01 |
| 47 | facebookresearch/NeuralCompression | A collection of tools for neural compression enthusiasts. | 238 | 2022-02-09 | 2021-07-09 |
| 48 | prathimacode-hub/Awesome_Python_Scripts | 🚀 Curated collection of Awesome Python Scripts which will make you go wow. Dive into this world of 360+ scripts. Feel free to contribute. Show your support by ✨this repository. | 161 | 2021-12-04 | 2021-04-11 |
| 49 | ellarekow/ellasstudy | PDF's of helpful study information | 160 | 2021-11-10 | 2021-05-13 |
| 50 | facebookresearch/IMGUR5K-Handwriting-Dataset | IMGUR5K handwriting set. It is a handwritten in-the-wild dataset, which contains challenging real world handwritten samples from different writers.The dataset is shared as a set of image urls with ann ... | 159 | 2021-11-23 | 2021-06-09 |
| 51 | DL-Practise/YoloAll | YoloAll is a collection of yolo all versions. you you use YoloAll to test yolov3/yolov5/yolox/yolo_fastest | 157 | 2021-12-02 | 2021-08-22 |
| 52 | driscollis/pytips | Python Tips contains code snippets that will help you learn Python | 147 | 2021-12-06 | 2021-11-08 |
| 53 | opencybersecurityalliance/kestrel-lang | Kestrel threat hunting language: building reusable, composable, and shareable huntflows across different data sources and threat intel. | 139 | 2021-12-10 | 2021-05-18 |
| 54 | webis-de/small-text | Active Learning for Text Classification in Python | 136 | 2021-11-22 | 2021-05-24 |
| 55 | visinf/dense-ulearn-vos | Dense Unsupervised Learning for Video Segmentation (NeurIPS*2021) | 129 | 2021-12-01 | 2021-10-15 |
| 56 | sunyilgdx/NSP-BERT | The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction" | 125 | 2021-11-16 | 2021-09-06 |
| 57 | jorgehpo/notebookJS | notebookJS: seamless JavaScript integration in Python Notebooks | 124 | 2021-10-26 | 2021-04-12 |
| 58 | FlyEgle/MAE-pytorch | Masked Autoencoders Are Scalable Vision Learners | 118 | 2021-12-07 | 2021-11-19 |
| 59 | Nriver/trilium-translation | Translation for Trilium Notes. Trilium Notes 中文版. | 113 | 2021-12-09 | 2021-06-06 |
| 60 | facebookresearch/transformer-sequential | The code for two papers: Feedback Transformer and Expire-Span. | 113 | 2021-11-02 | 2021-05-06 |
| 61 | microsoft/UniSpeech | UniSpeech - Large Scale Self-Supervised Learning for Speech | 111 | 2021-12-12 | 2021-07-14 |
| 62 | bupt-ai-cz/Meta-SelfLearning | Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark | 111 | 2021-12-07 | 2021-06-17 |
| 63 | google/lasr | Code for "LASR: Learning Articulated Shape Reconstruction from a Monocular Video". CVPR 2021. | 110 | 2021-12-11 | 2021-06-21 |
| 64 | sanweiliti/LEMO | Official Pytorch implementation for 2021 ICCV paper "Learning Motion Priors for 4D Human Body Capture in 3D Scenes" and trained models / data | 109 | 2021-11-29 | 2021-08-17 |
| 65 | kracekumar/python-typing-koans | Python typing koans to learn type-hints in Python3 using Mypy | 108 | 2021-11-07 | 2021-05-13 |
| 66 | yizhiwang96/deepvecfont | [SIGGRAPH Asia 2021] DeepVecFont: Synthesizing High-quality Vector Fonts via Dual-modality Learning | 106 | 2021-12-06 | 2021-09-10 |
| 67 | lucidrains/h-transformer-1d | Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning | 105 | 2021-12-06 | 2021-07-28 |
| 68 | blobcity/autoai | Python based framework for Automatic AI for Regression and Classification over numerical data. Performs model search, hyper-parameter tuning, and high-quality Jupyter Notebook code generation. | 103 | 2021-12-10 | 2021-08-31 |
| 69 | OALabs/hashdb | Assortment of hashing algorithms used in malware | 100 | 2021-11-16 | 2021-06-21 |
| 70 | nttcslab/byol-a | BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation | 97 | 2021-11-22 | 2021-04-26 |
| 71 | ethanjperez/true_few_shot | Code for the paper "True Few-Shot Learning in Language Models" (https://arxiv.org/abs/2105.11447) | 96 | 2021-10-25 | 2021-05-21 |
| 72 | TencentYoutuResearch/ActionDetection-AFSD | Code for CVPR2021 paper "Learning Salient Boundary Feature for Anchor-free Temporal Action Localization" | 96 | 2021-10-26 | 2021-05-07 |
| 73 | vijaydwivedi75/gnn-lspe | Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations) | 94 | 2021-10-18 | 2021-09-13 |
| 74 | Unity-Technologies/Robotics-Nav2-SLAM-Example | An example project which contains the Unity components necessary to complete Navigation2's SLAM tutorial with a Turtlebot3, using a custom Unity environment in place of Gazebo. | 92 | 2021-12-10 | 2021-06-17 |
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