An open API service indexing awesome lists of open source software.

Deep learning

Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.

https://github.com/yuanxiaosc/Machine-Learning-Book

《机器学习宝典》包含:谷歌机器学习速成课程(招式)+机器学习术语表(口诀)+机器学习规则(心得)+机器学习中的常识性问题 (内功)。该资源适用于机器学习、深度学习研究人员和爱好者参考!

course deep-learning google machine-learning tensorflow-tutorials

Last synced: 20 Mar 2025

https://github.com/julvo/reloading

Change Python code while it's running without losing state

deep-learning hot-reload hot-reloading interactive keras machine-learning python pytorch utility

Last synced: 15 May 2025

https://github.com/algotraders/stock-analysis-engine

Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/

algorithmic-trading backtesting deep-learning deep-learning-tutorial deep-neural-networks docker helm helm-charts iex iexcloud jupyter keras kubernetes minio options redis s3 stocks tensorflow tradier

Last synced: 15 May 2025

https://github.com/vita-group/deblurganv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

deblurgan deep-learning generative-adversarial-network iccv iccv2019 low-level-vision pytorch ukraine

Last synced: 16 May 2025

https://github.com/rykov8/ssd_keras

Port of Single Shot MultiBox Detector to Keras

computer-vision deep-learning keras-models object-detection

Last synced: 27 Sep 2025

https://github.com/shanghaitechaiclub/dlinterview

Deep Learning Interview 深度学习面试题目汇总

algorithms deep-learning interview-questions machine-learning

Last synced: 09 Apr 2025

https://github.com/ShanghaiTechAIClub/DLInterview

Deep Learning Interview 深度学习面试题目汇总

algorithms deep-learning interview-questions machine-learning

Last synced: 05 May 2025

https://github.com/uvipen/Super-mario-bros-A3C-pytorch

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

a3c ai deep-learning gym mario python pytorch reinforcement-learning super-mario-bros

Last synced: 17 Aug 2025

https://github.com/youyuge34/anime-inpainting

An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复,去马赛克,填补,去瑕疵

anime computer-vision cv deep-learning gan generative-adversarial-network inpainting mosaic neural-network opencv python pytorch

Last synced: 04 Apr 2025

https://github.com/novak-99/mlpp

A library created to revitalize C++ as a machine learning front end. Per aspera ad astra.

cpp data-science deep-learning machine-learning

Last synced: 23 Oct 2025

https://github.com/geektutu/interview-questions

机器学习/深度学习/Python/Go语言面试题笔试题(Machine learning Deep Learning Python and Golang Interview Questions)

deep-learning golang interview-questions machine-learning python

Last synced: 16 May 2025

https://github.com/novak-99/MLPP

A library created to revitalize C++ as a machine learning front end. Per aspera ad astra.

cpp data-science deep-learning machine-learning

Last synced: 20 Mar 2025

https://github.com/youyuge34/Anime-InPainting

An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复,去马赛克,填补,去瑕疵

anime computer-vision cv deep-learning gan generative-adversarial-network inpainting mosaic neural-network opencv python pytorch

Last synced: 26 Mar 2025

https://github.com/deeprec-ai/deeprec

DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.

advertising deep-learning distributed-training machine-learning python recommendation-engine scalability search-engine

Last synced: 14 May 2025

https://github.com/TorchEnsemble-Community/Ensemble-Pytorch

A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.

bagging deep-learning deeplearning ensemble ensemble-learning gradient-boosting neural-networks pytorch pytorch-tutorial voting-classifier

Last synced: 08 May 2025

https://github.com/yu4u/noise2noise

An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"

convolutional-neural-networks deep-learning denoising keras noise2noise

Last synced: 16 May 2025

https://github.com/DeepRec-AI/DeepRec

DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.

advertising deep-learning distributed-training machine-learning python recommendation-engine scalability search-engine

Last synced: 30 Mar 2025

https://github.com/rucaibox/textbox

TextBox 2.0 is a text generation library with pre-trained language models

deep-learning natural-language-generation natural-language-processing pretrained-models python pytorch seq2seq text-generation

Last synced: 15 May 2025

https://github.com/RUCAIBox/TextBox

TextBox 2.0 is a text generation library with pre-trained language models

deep-learning natural-language-generation natural-language-processing pretrained-models python pytorch seq2seq text-generation

Last synced: 09 May 2025

https://github.com/pnnl/neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

constrained-optimization control-systems deep-learning differentiable-control differentiable-optimization differentiable-programming dynamical-systems nonlinear-dynamics nonlinear-optimization physics-informed-ml pytorch

Last synced: 14 May 2025

https://github.com/AlgoTraders/stock-analysis-engine

Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/

algorithmic-trading backtesting deep-learning deep-learning-tutorial deep-neural-networks docker helm helm-charts iex iexcloud jupyter keras kubernetes minio options redis s3 stocks tensorflow tradier

Last synced: 30 Mar 2025

https://github.com/khundman/telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

anomaly-detection deep-learning kdd kdd2018 keras lstm rnn tensorflow time-series

Last synced: 14 May 2025

https://github.com/jeeliz/jeelizWeboji

JavaScript/WebGL real-time face tracking and expression detection library. Build your own emoticons animated in real time in the browser! SVG and THREE.js integration demos are provided.

animated augmented-reality camera computer-vision deep-learning emoticon face face-detection face-expression face-tracking javascript morph real-time threejs tracking webar webcam webgl weboji

Last synced: 11 Apr 2025

https://github.com/howie6879/mlhub123

机器学习&深度学习网站资源汇总(Machine Learning Resources)

deep-learning machine-learning

Last synced: 28 Jan 2026

https://github.com/vietnh1009/super-mario-bros-a3c-pytorch

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

a3c ai deep-learning gym mario python pytorch reinforcement-learning super-mario-bros

Last synced: 16 May 2025

https://github.com/vietnh1009/Super-mario-bros-A3C-pytorch

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

a3c ai deep-learning gym mario python pytorch reinforcement-learning super-mario-bros

Last synced: 19 Jul 2025

https://github.com/makcedward/nlp

:memo: This repository recorded my NLP journey.

ai data-science deep-learning machine-learning nlp

Last synced: 12 Apr 2025

https://github.com/nvidia-merlin/nvtabular

NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

deep-learning feature-engineering feature-selection gpu machine-learning nvidia preprocessing recommendation-system recommender-system

Last synced: 12 Jan 2026

https://github.com/carefree0910/machinelearning

Machine learning algorithms implemented by pure numpy

deep-learning machine-learning numpy pytorch tensorflow visualization

Last synced: 08 Apr 2025

https://github.com/carefree0910/MachineLearning

Machine learning algorithms implemented by pure numpy

deep-learning machine-learning numpy pytorch tensorflow visualization

Last synced: 27 Apr 2025

https://github.com/mihail911/nlp-library

curated collection of papers for the nlp practitioner 📖👩‍🔬

deep-learning dialogue language-model machine-learning neural-machine-translation neural-network nlp nlp-datasets

Last synced: 10 Mar 2026

https://github.com/vikparuchuri/texify

Math OCR model that outputs LaTeX and markdown

deep-learning latex markdown ocr

Last synced: 13 Oct 2025

https://github.com/dalmia/deep-learning-book-chapter-summaries

Attempting to make the Deep Learning Book easier to understand.

deep-learning deep-learning-book machine-learning mathematics

Last synced: 12 Apr 2025

https://github.com/chervonij/DFL-Colab

DeepFaceLab fork which provides IPython Notebook to use DFL with Google Colab

deep-learning deepfacelab deepfake faceswap google-colab-notebook neural-networks

Last synced: 06 Apr 2025

https://github.com/jeeliz/jeelizweboji

JavaScript/WebGL real-time face tracking and expression detection library. Build your own emoticons animated in real time in the browser! SVG and THREE.js integration demos are provided.

animated augmented-reality camera computer-vision deep-learning emoticon face face-detection face-expression face-tracking javascript morph real-time threejs tracking webar webcam webgl weboji

Last synced: 08 Apr 2025

https://github.com/adeshpande3/tensorflow-programs-and-tutorials

Implementations of CNNs, RNNs, GANs, etc

deep-learning machine-learning tensorflow

Last synced: 13 Apr 2025

https://github.com/adeshpande3/Tensorflow-Programs-and-Tutorials

Implementations of CNNs, RNNs, GANs, etc

deep-learning machine-learning tensorflow

Last synced: 19 Jul 2025

https://github.com/emilwallner/coloring-greyscale-images

Coloring black and white images with deep learning.

colorization deep-learning jupyter-notebook keras tensorflow tutorial

Last synced: 16 May 2025

https://github.com/dvgodoy/pytorchstepbystep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

cnn-pytorch deep-learning python pytorch pytorch-tutorial rnn-pytorch

Last synced: 14 May 2025

https://github.com/emilwallner/Coloring-greyscale-images

Coloring black and white images with deep learning.

colorization deep-learning jupyter-notebook keras tensorflow tutorial

Last synced: 28 Mar 2025

https://github.com/cardwing/codes-for-lane-detection

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

cnn deep-learning lane-detection lua pytorch tensorflow

Last synced: 16 May 2025

https://github.com/NVIDIA-Merlin/NVTabular

NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

deep-learning feature-engineering feature-selection gpu machine-learning nvidia preprocessing recommendation-system recommender-system

Last synced: 01 May 2025

https://github.com/bayesgroup/deepbayes-2018

Seminars DeepBayes Summer School 2018

bayesian deep-learning variational-inference

Last synced: 12 Apr 2025

https://github.com/lucidrains/transfusion-pytorch

Pytorch implementation of Transfusion, "Predict the Next Token and Diffuse Images with One Multi-Modal Model", from MetaAI

artificial-intelligence attention deep-learning flow-matching multi-modal transformers

Last synced: 14 May 2025

https://github.com/curiousily/Deep-Learning-For-Hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

anomaly-detection artificial-intelligence autoencoders bert deep-learning image-augmentation intent-recognition jupyter-notebooks keras lstms machine-learning neural-networks object-detection python sentiment-analysis tensorflow tensorflow-tutorial time-series-classification time-series-forecasting

Last synced: 05 May 2025

https://github.com/curiousily/deep-learning-for-hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

anomaly-detection artificial-intelligence autoencoders bert deep-learning image-augmentation intent-recognition jupyter-notebooks keras lstms machine-learning neural-networks object-detection python sentiment-analysis tensorflow tensorflow-tutorial time-series-classification time-series-forecasting

Last synced: 12 Apr 2025

https://github.com/cardwing/Codes-for-Lane-Detection

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

cnn deep-learning lane-detection lua pytorch tensorflow

Last synced: 14 Mar 2025

https://github.com/keijiro/Pix2Pix

Real-time pix2pix implementation with Unity

deep-learning machine-learning pix2pix unity unity3d

Last synced: 08 May 2025

https://github.com/paddlepaddle/paddle.js

Paddle.js is a web project for Baidu PaddlePaddle, which is an open source deep learning framework running in the browser. Paddle.js can either load a pre-trained model, or transforming a model from paddle-hub with model transforming tools provided by Paddle.js. It could run in every browser with WebGL/WebGPU/WebAssembly supported. It could also run in Baidu Smartprogram and WX miniprogram.

deep-learning inference-engine model ocr paddlepaddle webassembly webgl webgpu

Last synced: 15 May 2025

https://github.com/VikParuchuri/texify

Math OCR model that outputs LaTeX and markdown

deep-learning latex markdown ocr

Last synced: 27 Mar 2025

https://github.com/google-research/morph-net

Fast & Simple Resource-Constrained Learning of Deep Network Structure

automl deep-learning machine-learning neural-architecture-search python tensorflow

Last synced: 14 May 2025

https://github.com/kevingong2013/chineseidcardocr

[Deprecated] 🇨🇳中国二代身份证光学识别

cnn coreml deep-learning ios11 machine-learning swift vision xcode

Last synced: 13 Apr 2025

https://github.com/PaddlePaddle/Paddle.js

Paddle.js is a web project for Baidu PaddlePaddle, which is an open source deep learning framework running in the browser. Paddle.js can either load a pre-trained model, or transforming a model from paddle-hub with model transforming tools provided by Paddle.js. It could run in every browser with WebGL/WebGPU/WebAssembly supported. It could also run in Baidu Smartprogram and WX miniprogram.

deep-learning inference-engine model ocr paddlepaddle webassembly webgl webgpu

Last synced: 20 Mar 2025

https://github.com/sicara/tf-explain

Interpretability Methods for tf.keras models with Tensorflow 2.x

deep-learning interpretability keras machine-learning tensorflow tf2 visualization

Last synced: 15 May 2025

https://github.com/KevinGong2013/ChineseIDCardOCR

[Deprecated] 🇨🇳中国二代身份证光学识别

cnn coreml deep-learning ios11 machine-learning swift vision xcode

Last synced: 23 Apr 2025

https://github.com/awslabs/multi-model-server

Multi Model Server is a tool for serving neural net models for inference

ai deep-learning inference mxnet neural-network onnx server

Last synced: 14 Jan 2026

https://github.com/NVIDIA-AI-IOT/redtail

Perception and AI components for autonomous mobile robotics.

ai artificial-intelligence computer-vision deep-learning drones jetson robotics

Last synced: 05 Apr 2025

https://github.com/nvidia-ai-iot/redtail

Perception and AI components for autonomous mobile robotics.

ai artificial-intelligence computer-vision deep-learning drones jetson robotics

Last synced: 16 May 2025

https://github.com/thunlp/opendelta

A plug-and-play library for parameter-efficient-tuning (Delta Tuning)

deep-learning nlp nlp-library parameter-efficient-learning pretrained-language-model

Last synced: 15 May 2025

https://github.com/SuperMedIntel/Medical-SAM-Adapter

Adapting Segment Anything Model for Medical Image Segmentation

adapter deep-learning medical-imaging segment-anything-model segmentagtion

Last synced: 24 Jul 2025

https://github.com/torchensemble-community/ensemble-pytorch

A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.

bagging deep-learning deeplearning ensemble ensemble-learning gradient-boosting neural-networks pytorch pytorch-tutorial voting-classifier

Last synced: 14 Dec 2025

https://github.com/gordicaleksa/pytorch-original-transformer

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

attention attention-is-all-you-need attention-mechanism deep-learning deeplearning jupyter original-transformer python pytorch pytorch-transformer pytorch-transformers transformer transformer-tutorial transformers

Last synced: 13 Apr 2025

https://github.com/bighuang624/andrew-ng-deep-learning-notes

吴恩达《深度学习》系列课程笔记及代码 | Notes in Chinese for Andrew Ng Deep Learning Course

andrew-ng andrew-ng-course coursera deep-learning neural-network

Last synced: 12 Apr 2025

Deep learning Awesome Lists
awesome-datascience 940 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 543 awesome-nlp 683 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-artificial-intelligence 90 awesome-project-ideas 57 awesome-multimodal-ml 480 awesome-self-supervised-learning 463 awesome-ai-in-finance 208 Awesome-Prompt-Engineering 455 learn-ai-engineering 114 Awesome-Geospatial 1,521 Awesome-Transformer-Attention 2,160 Awesome-AIGC-Tutorials 140 awesome-RLHF 380 Awesome-ChatGPT 102 awesome-knowledge-distillation 197 Awesome-Quant-Machine-Learning-Trading 125 Awesome-Text2SQL 281 awesome-industrial-anomaly-detection 1,102 awesome-python-data-science 382 awesome-hand-pose-estimation 497 awesome-ml-courses 40 awesome-image-classification 220 awesome-deeplearning-resources 120 awesome-deep-learning-music 248 awesome-anomaly-detection 138 Awesome-Deblurring 444 awesome-tensor-compilers 165 awesome-deep-text-detection-recognition 145 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 512 awesome-human-pose-estimation 89 Awesome-Model-Quantization 737 awesome-autonomous-vehicles 296 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 Awesome-Rust-MachineLearning 48 awesome-remote-sensing-change-detection 245 awesome-jax 218 Awesome-World-Model 725 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-FL 4,069 Awesome-Dataset-Distillation 351 awesome-backbones 82 awesome-diarization 182 awesome-deep-trading 94 awesome-radar-perception 559