resource: deep-learning
777 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| abdulfatir/twitter-sentiment-analysis A collection of Python scripts comparing sentiment analysis methods on tweets, including Naive Bayes, SVM, logistic regression, CNN, and LS… | 32 | 1653 | abandoned |
| hgpvision/darknet A fork of the Darknet deep learning framework (written in pure C and CUDA) annotated with detailed Chinese comments explaining framework in… | 32 | 1599 | abandoned |
| dennybritz/chatbot-retrieval A reference implementation of the Dual LSTM Encoder model for retrieval-based dialog response selection, built in TensorFlow and trained on… | 32 | 1570 | abandoned |
| sjchoi86/dl_tutorials A collection of deep learning tutorial presentations and accompanying code (2nd edition), covering topics from Python and TensorFlow basics… | 32 | 1515 | abandoned |
| sangyx/deep-finance A curated awesome-list of datasets, papers, and books on deep learning applied to finance, covering stock prediction, portfolio selection, … | 10 | 1511 | abandoned |
| tjwei/GANotebooks A collection of Jupyter notebook implementations of generative adversarial networks, including WGAN, improved WGAN-GP, InfoGAN, DCGAN, Cycl… | 32 | 1484 | abandoned |
| pkmital/CADL Archived repository of lecture transcripts and homework Jupyter Notebooks for the free Kadenze MOOC 'Creative Applications of Deep Learning… | 32 | 1482 | abandoned |
| Rachnog/Deep-Trading A collection of deep learning experiments for algorithmic trading, focused on time series forecasting with neural networks. It serves as an… | 32 | 1463 | abandoned |
| AlexiaJM/Deep-learning-with-cats A toy educational repository demonstrating how to build deep neural networks, primarily Generative Adversarial Networks (DCGAN, WGAN, WGAN-… | 32 | 1440 | abandoned |
| llSourcell/tensorflow_chatbot Demo code accompanying a YouTube tutorial that trains a TensorFlow sequence-to-sequence chatbot on the Cornell Movie Dialogue dataset. It i… | 32 | 1438 | abandoned |
| martin-gorner/tensorflow-mnist-tutorial Sample code accompanying the 'TensorFlow and deep learning, without a PhD' presentation and code lab, teaching neural network basics on the… | 10 | 1432 | abandoned |
| alexsosn/iOS_ML A curated awesome-list of machine learning, deep learning, NLP, computer vision, and speech resources for iOS developers, focusing on libra… | 32 | 1427 | abandoned |
| lightaime/cs231n Completed solutions for Stanford's CS231n (Convolutional Neural Networks for Visual Recognition) course assignments, written in Jupyter Not… | 32 | 1406 | abandoned |
| magenta/magenta-demos A collection of demonstration projects for Google's Magenta machine learning models for music and art generation, including browser-based p… | 10 | 1349 | abandoned |
| Newmu/Theano-Tutorials A collection of bare-bones Python tutorials introducing machine learning with Theano, progressing from linear regression to convolutional n… | 32 | 1307 | abandoned |
| joanbruna/stat212b A UC Berkeley Statistics topics course (Spring 2016) on deep learning, with lecture notes, syllabus, and reading lists covering CNNs, scatt… | 32 | 1300 | abandoned |
| soeaver/caffe-model A model zoo of pre-trained Caffe models (caffemodel files) and deploy prototxt files for popular architectures such as ResNet, ResNeXt, Inc… | 32 | 1276 | abandoned |
| farzaa/DeepLeague DeepLeague is a computer vision and deep learning project that applies YOLO-based object detection to the League of Legends minimap, bundle… | 32 | 1210 | abandoned |
| brilee/MuGo A pure Python, minimalist reimplementation of AlphaGo's architecture, including its policy and value networks and Monte Carlo tree search, … | 10 | 1163 | abandoned |
| despoisj/DeepAudioClassification A Python pipeline that builds a dataset from a personal music library and trains a deep learning model to classify songs by genre. It accom… | 32 | 1114 | abandoned |
| burness/tensorflow-101 A collection of TensorFlow example and learning code covering MLPs, TFRecord conversion, model serving, GAN variants (AC-GAN, Info-GAN), im… | 32 | 1109 | abandoned |
| tgjeon/TensorFlow-Tutorials-for-Time-Series A collection of Jupyter notebook tutorials teaching time series prediction with TensorFlow using recurrent neural networks. It covers MNIST… | 23 | 1101 | abandoned |
| ZeweiChu/PyTorch-Course A Jupyter Notebook-based PyTorch tutorial course originally written for PyTorch 0.4.0, created by Zewei Chu for JULYEDU. The material is no… | 32 | 1081 | abandoned |
| openai/summarize-from-feedback Research code and human feedback dataset from OpenAI's paper 'Learning to Summarize from human feedback', including a supervised baseline, … | 10 | 1062 | abandoned |
| adeshpande3/Tensorflow-Programs-and-Tutorials A collection of Jupyter Notebook tutorials implementing popular deep learning concepts like CNNs, RNNs, and GANs in TensorFlow. It also inc… | 32 | 1055 | abandoned |
| microsoft/gated-graph-neural-network-samples Sample implementations of Gated Graph Neural Networks (GGNN) and Graph Convolutional Networks in TensorFlow, applied to learning properties… | 10 | 1029 | abandoned |
| adventuresinML/adventures-in-ml-code A companion code repository for the Adventures in Machine Learning website, containing Python scripts and notebooks for deep learning tutor… | 32 | 1027 | abandoned |
| adeshpande3/LSTM-Sentiment-Analysis A Jupyter notebook tutorial and accompanying training data for performing sentiment analysis with LSTMs in TensorFlow, based on an O'Reilly… | 32 | 1007 | abandoned |
| spmallick/learnopencv A large collection of C++ and Python example code accompanying the LearnOpenCV.com blog, covering computer vision, deep learning, and AI to… | 97 | 23091 | active |
| stefan-jansen/machine-learning-for-trading Companion code repository for the book 'Machine Learning for Trading, 3rd Edition' by Stefan Jansen, containing 446+ Jupyter notebooks acro… | 86 | 20669 | active |
| krishnaik06/The-Grand-Complete-Data-Science-Materials A curated collection of video playlists, tutorials, and learning materials covering the full data science journey, from Python and statisti… | 28 | 9064 | active |
| aimacode/aima-python Python implementations of the pseudocode algorithms from Russell and Norvig's 'Artificial Intelligence: A Modern Approach' (4th edition), o… | 73 | 8799 | active |
| mrdbourke/zero-to-mastery-ml A repository of all course materials (Jupyter notebooks, code, datasets, images) for the Zero to Mastery Machine Learning and Data Science … | 32 | 6887 | active |
| ashleve/lightning-hydra-template A GitHub project template combining PyTorch Lightning and Hydra for structuring deep learning research code. It provides preconfigured proj… | 62 | 5338 | active |
| openai/parameter-golf An OpenAI-hosted challenge to train the best-performing language model that fits in a 16MB artifact and trains in under 10 minutes on 8xH10… | 51 | 5174 | active |
| HuaizhengZhang/AI-Infra-from-Zero-to-Hero A curated awesome-list of research papers, industry practices, and video tutorials on systems for machine learning, LLMs, and generative AI… | 47 | 4309 | active |
| Charmve/Surface-Defect-Detection A curated collection of open-source datasets and key research papers for industrial surface defect detection, covering areas like PCB, meta… | 23 | 4101 | active |
| hyperai/tvm-cn A community-maintained Simplified Chinese translation of the Apache TVM deep learning compiler documentation, built with Docusaurus and hos… | 70 | 3916 | active |
| wyf3/llm_related A collection of Python implementations reproducing large language model algorithms, along with the author's learning notes. It serves as an… | 64 | 3505 | active |
| arman-bd/guppylm GuppyLM is a ~9M parameter language model trained from scratch to talk like a small fish, built as an educational project demonstrating the… | 49 | 3435 | active |
| minar09/awesome-virtual-try-on A curated awesome-list collecting research papers, code, datasets, workshops, and demos related to virtual try-on (VTON) technology. It cov… | 75 | 3157 | active |
| DLLXW/baby-llama2-chinese An educational Python repository for pretraining and SFT fine-tuning a small (92M-218M parameter) Chinese Llama2 model from scratch, runnab… | 72 | 2923 | active |
| ray-project/kuberay KubeRay is a Kubernetes operator and toolkit for deploying and managing Ray applications on Kubernetes. It provides RayCluster, RayJob, and… | 95 | 2650 | active |
| microsoft/computervision-recipes A Microsoft repository of Jupyter notebook examples, utility functions, and best-practice guidelines for building computer vision systems w… | 23 | 9879 | maintenance |
| switchablenorms/CelebAMask-HQ CelebAMask-HQ is a large-scale face image dataset containing 30,000 high-resolution face images with manually annotated 512x512 segmentatio… | 32 | 2320 | stable |
| alembics/disco-diffusion Disco Diffusion is a Jupyter/Colab notebook that amalgamates diffusion models, techniques, and utilities for generating AI art and animatio… | 23 | 7397 | maintenance |
| luyishisi/Anti-Anti-Spider A Chinese-language repository collecting techniques and code for bypassing anti-scraping measures on websites, including a CNN-based (AlexN… | 32 | 7277 | maintenance |
| cfregly/ai-performance-engineering Code, labs, and resources accompanying the O'Reilly book 'AI Systems Performance Engineering', covering GPU optimization, distributed train… | 63 | 1863 | active |
| john-rocky/CoreML-Models A curated model zoo of PyTorch models converted to ready-to-use CoreML .mlpackage files for iOS and macOS, each with a conversion script an… | 93 | 1851 | active |
| Daisy-Zhang/Awesome-Deepfakes-Detection A curated awesome-list of datasets, tools, papers, and code for deepfake detection research. It organizes resources by method categories su… | 50 | 1817 | active |
| linyiLYi/snake-ai A Python project implementing the classic Snake game with Pygame and an AI agent trained via deep reinforcement learning to play it. It pro… | 30 | 1785 | stable |
| chinawithfrank/ChatBotCourse A Chinese-language tutorial series (with accompanying Python code) that teaches how to build a chatbot from scratch, covering NLP fundament… | 32 | 6017 | maintenance |
| zhaoyang97/Paper-Notes A curated collection of 23,000+ concise (5-minute) summaries of AI, LLM, NLP, and computer vision papers from top conferences like CVPR, IC… | 57 | 1628 | active |
| PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original The official code repository for the Packt book 'Machine Learning for Algorithmic Trading, Second Edition', containing Jupyter notebooks ac… | 67 | 1623 | stable |
| patchy631/machine-learning A collection of Jupyter Notebook tutorials covering machine learning topics from Python basics to LLMs and MLOps, accompanying the author's… | 32 | 1548 | active |
| datawhalechina/diy-llm A Chinese-language, code-driven course (adapted from Stanford CS336) for systematically building large language models from scratch. It cov… | 79 | 1278 | active |
| patrick-llgc/Learning-Deep-Learning A curated collection of paper reading notes on deep learning and machine learning, with topic-organized reviews covering computer vision, 3… | 70 | 1269 | active |
| pdebench/PDEBench PDEBench is a benchmark suite for scientific machine learning consisting of code and large ready-to-use datasets of time-dependent partial … | 56 | 1191 | active |
| wdndev/tiny-llm-zh An educational project that implements a small-parameter Chinese large language model from scratch, covering the full pipeline: tokenizer t… | 25 | 1078 | active |
| zacharywhitley/awesome-ocr A curated awesome-list of OCR (optical character recognition) resources, including tools and research for deskewing, dewarping, text detect… | 76 | 1017 | active |
| Best AI Papers (Yearly Review) A yearly curated list of the most significant AI and data science research papers, organized by release date with video explanations, in-de… | 32 | 3183 | maintenance |
| Tencent/tencent-ml-images Tencent ML-Images is the largest open-source multi-label image database, containing ~17.6M training and ~88.7K validation image URLs annota… | 32 | 3063 | maintenance |
| aleju/papers A curated collection of short, readable summaries of machine learning research papers, covering topics like deep learning, computer vision,… | 32 | 2502 | maintenance |
| 13o-bbr-bbq/machine_learning_security A collection of Python source code and educational materials combining machine learning with cybersecurity, including a training course for… | 69 | 2088 | maintenance |
| VainF/Awesome-Anything A curated awesome-list of general AI methods covering segmentation, generation, 3D, model compression, and multi-task learning under the 'A… | 30 | 1856 | maintenance |
| merveenoyan/my_notes A collection of handwritten graduate-school lecture notes and cheatsheets covering data science, machine learning, statistics, deep learnin… | 31 | 1649 | maintenance |
| zonechen1994/CV_Interview A curated Chinese-language collection of computer vision algorithm interview questions and answers, covering deep learning, machine learnin… | 32 | 1475 | maintenance |
| MiteshPuthran/Speech-Emotion-Analyzer A Jupyter Notebook project that builds a deep learning model (CNN, with MLP and LSTM comparisons) to detect five male/female emotions from … | 32 | 1408 | maintenance |
| devAmoghS/Machine-Learning-with-Python A collection of small-scale machine learning projects in Python designed to teach core ML concepts, covering regression, classification, cl… | 67 | 1332 | maintenance |
| sajal2692/data-science-portfolio A portfolio of data science and machine learning projects presented as Jupyter notebooks, covering supervised/unsupervised learning, reinfo… | 73 | 1305 | maintenance |
| becauseofAI/awesome-face A curated awesome-list of face technology resources, organizing papers, open-source code, benchmarks, and datasets across face recognition,… | 32 | 1291 | maintenance |
| MuhammadMoinFaisal/YOLOv8-DeepSORT-Object-Tracking A Jupyter Notebook and script repository demonstrating YOLOv8 object detection combined with DeepSORT multi-object tracking, including IDs … | 31 | 1176 | maintenance |
| tangzhenyu/SemanticSegmentation_DL A curated collection of papers, survey articles, and dataset links for semantic segmentation with deep learning, plus some Jupyter Notebook… | 32 | 1102 | maintenance |
| vipstone/faceai An entry-level Python project demonstrating face, video, and text detection and recognition using OpenCV, Dlib, face_recognition, Keras/Ten… | 32 | 11076 | abandoned |
| ssusnic/Machine-Learning-Flappy-Bird An HTML5 tutorial project that teaches an AI to play Flappy Bird using a neural network trained via a genetic algorithm (neuroevolution). I… | 32 | 1839 | abandoned |
| llSourcell/YOLO_Object_Detection Companion code for Siraj Raval's YouTube video on YOLO object detection, built on the darkflow TensorFlow implementation of real-time objec… | 32 | 1771 | abandoned |
| LearnedVector/A-Hackers-AI-Voice-Assistant A Python/PyTorch project accompanying a YouTube video series on building an AI voice assistant from scratch, including wake word detection … | 58 | 1116 | abandoned |
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