Ecosyste.ms: Awesome

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

Awesome Lists | Featured Topics | Projects

Deep learning

Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns.

https://github.com/ewenwan/mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

cnn deep-learning machine-vision opencv pcl robot slam

Last synced: 31 Dec 2024

https://github.com/onnx/models

A collection of pre-trained, state-of-the-art models in the ONNX format

deep-learning download models onnx pretrained

Last synced: 31 Dec 2024

https://github.com/OptimalScale/LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

chatgpt deep-learning instruction-following language-model pretrained-models pytorch transformer

Last synced: 31 Oct 2024

https://github.com/xuebinqin/U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

computer-vision deep-learning image-background-removal image-processing image-segmentation u-2-net u2net

Last synced: 25 Oct 2024

https://github.com/unit8co/darts

A python library for user-friendly forecasting and anomaly detection on time series.

anomaly-detection data-science deep-learning forecasting machine-learning python time-series

Last synced: 30 Dec 2024

https://poloclub.github.io/cnn-explainer/

Learning Convolutional Neural Networks with Interactive Visualization.

deep-learning interactive-visualizations machine-learning visual-learning visualization

Last synced: 28 Oct 2024

https://github.com/Ewenwan/MVision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

cnn deep-learning machine-vision opencv pcl robot slam

Last synced: 27 Oct 2024

https://github.com/evilsocket/pwnagotchi

(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.

ai bettercap deep-learning deep-neural-network deep-reinforcement-learning handshakes wpa-psk

Last synced: 31 Dec 2024

https://github.com/google/magika

Detect file content types with deep learning

deep-learning filetype keras-classification-models keras-models mime-types

Last synced: 29 Oct 2024

https://github.com/deeplearning-ai/machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

book deep-learning machine-learning

Last synced: 02 Jan 2025

https://deeplearning-ai.github.io/machine-learning-yearning-cn/

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

book deep-learning machine-learning

Last synced: 31 Oct 2024

https://github.com/lucidrains/palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

artificial-intelligence attention-mechanisms deep-learning human-feedback reinforcement-learning transformers

Last synced: 31 Dec 2024

https://github.com/lucidrains/PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

artificial-intelligence attention-mechanisms deep-learning human-feedback reinforcement-learning transformers

Last synced: 31 Oct 2024

https://github.com/UFund-Me/Qbot

[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant

bitcoin blockchain deep-learning fintech funds machine-learning pytrade qlib quant-trade quant-trader quantitative-finance quantitative-trading quantization strategies trade-bot trademarks

Last synced: 30 Oct 2024

https://github.com/amusi/deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

computer-vision deep-learning interview machine-learning natural-language-processing recommendation-system slam

Last synced: 04 Dec 2024

https://github.com/netease-youdao/emotivoice

EmotiVoice 😊: a Multi-Voice and Prompt-Controlled TTS Engine

ai deep-learning emotion emotivoice multi-speaker prompt python pytorch speech speech-synthesis style text-to-speech tts

Last synced: 31 Dec 2024

https://github.com/mrdbourke/machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

data data-science deep-learning machine-learning

Last synced: 30 Nov 2024

https://github.com/ahmedbahaaeldin/from-0-to-research-scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

books calculus deep-learning lectures linear-algebra machine-learning probability

Last synced: 03 Dec 2024

https://github.com/Kulbear/deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

coursera deep-learning

Last synced: 27 Nov 2024

https://github.com/ahmedbahaaeldin/From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

books calculus deep-learning lectures linear-algebra machine-learning probability

Last synced: 08 Nov 2024

https://github.com/netease-youdao/EmotiVoice

EmotiVoice 😊: a Multi-Voice and Prompt-Controlled TTS Engine

ai deep-learning emotion emotivoice multi-speaker prompt python pytorch speech speech-synthesis style text-to-speech tts

Last synced: 29 Oct 2024

https://github.com/stanfordnlp/stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

artificial-intelligence corenlp deep-learning machine-learning named-entity-recognition natural-language-processing nlp python pytorch universal-dependencies

Last synced: 30 Dec 2024

https://github.com/lucidrains/denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

artificial-intelligence deep-learning generative-model score-matching

Last synced: 30 Dec 2024

https://github.com/thuml/time-series-library

A Library for Advanced Deep Time Series Models.

deep-learning time-series

Last synced: 31 Dec 2024

https://github.com/google-deepmind/lab

A customisable 3D platform for agent-based AI research

artificial-intelligence deep-learning machine-learning neural-networks

Last synced: 02 Jan 2025

https://github.com/rasbt/python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

data-science deep-learning machine-learning python scikit-learn tensorflow

Last synced: 02 Jan 2025

https://github.com/bentoml/bentoml

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and much more!

ai-inference deep-learning generative-ai inference-platform llm llm-inference llm-serving llmops machine-learning ml-engineering mlops model-inference-service model-serving multimodal python

Last synced: 30 Dec 2024

https://github.com/1adrianb/face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

deep-learning face-alignment face-detection face-detector python pytorch

Last synced: 30 Dec 2024

https://github.com/modelscope/modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

cv deep-learning machine-learning multi-modal nlp python science speech

Last synced: 30 Dec 2024

https://github.com/paddlepaddle/paddle-lite

PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）

arm baidu deep-learning embedded fpga mali mdl mobile mobile-deep-learning neural-network

Last synced: 31 Dec 2024

https://github.com/jaywalnut310/vits

VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech

deep-learning pytorch speech-synthesis text-to-speech tts

Last synced: 02 Jan 2025

https://github.com/open-mmlab/mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

aigc computer-vision deep-learning diffusion diffusion-models generative-adversarial-network generative-ai image-editing image-generation image-processing image-synthesis inpainting matting pytorch super-resolution text2image video-frame-interpolation video-interpolation video-super-resolution

Last synced: 30 Dec 2024

https://github.com/paddlepaddle/models

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

computer-vision cv deep-learning models natural-language-processing neural-network nlp paddlepaddle recommendation speech

Last synced: 31 Dec 2024

https://github.com/h2oai/h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

automl big-data data-science deep-learning distributed ensemble-learning gbm gpu h2o h2o-automl hadoop java machine-learning naive-bayes opensource pca python r random-forest spark

Last synced: 30 Dec 2024

https://github.com/PaddlePaddle/Paddle-Lite

PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）

arm baidu deep-learning embedded fpga mali mdl mobile mobile-deep-learning neural-network

Last synced: 27 Oct 2024

https://github.com/PaddlePaddle/models

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

computer-vision cv deep-learning models natural-language-processing neural-network nlp paddlepaddle recommendation speech

Last synced: 28 Oct 2024

https://github.com/thuml/Time-Series-Library

A Library for Advanced Deep Time Series Models.

deep-learning time-series

Last synced: 30 Oct 2024

https://github.com/serpentai/serpentai

Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

artificial-intelligence computer-vision deep-learning framework machine-learning python video-games

Last synced: 26 Sep 2024

https://github.com/SerpentAI/SerpentAI

Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

artificial-intelligence computer-vision deep-learning framework machine-learning python video-games

Last synced: 29 Oct 2024

https://github.com/skypilot-org/skypilot

SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

cloud-computing cloud-management cost-management cost-optimization data-science deep-learning distributed-training finops gpu hyperparameter-tuning job-queue job-scheduler llm-serving llm-training machine-learning ml-infrastructure ml-platform multicloud spot-instances tpu

Last synced: 30 Dec 2024

https://github.com/atcold/nyu-dlsp20

NYU Deep Learning Spring 2020

deep-learning jupyter-notebook neural-nets pytorch

Last synced: 31 Dec 2024

https://github.com/yenchenlin/deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

deep-learning deep-reinforcement-learning game

Last synced: 02 Jan 2025

https://github.com/yenchenlin/DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

deep-learning deep-reinforcement-learning game

Last synced: 09 Nov 2024

https://github.com/Atcold/NYU-DLSP20

NYU Deep Learning Spring 2020

deep-learning jupyter-notebook neural-nets pytorch

Last synced: 27 Oct 2024

https://github.com/mingchaozhu/deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

bayesian deep-learning ensemble-learning machine-learning python regularization xgboost

Last synced: 02 Jan 2025

https://github.com/bentoml/BentoML

The most flexible way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Inference Graph/Pipelines, Compound AI systems, Multi-Modal, RAG as a Service, and more!

deep-learning generative-ai inference-platform llm llm-inference llm-serving llmops machine-learning ml-engineering mlops model-inference-service model-serving multimodal python

Last synced: 24 Oct 2024

https://github.com/zhangqianhui/AdversarialNetsPapers

Awesome paper list with code about generative adversarial nets

adversarial-networks deep-learning gan image-translation

Last synced: 28 Oct 2024

https://github.com/opennmt/opennmt-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

deep-learning language-model llms machine-translation neural-machine-translation pytorch

Last synced: 04 Jan 2025

https://github.com/OpenNMT/OpenNMT-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

deep-learning language-model llms machine-translation neural-machine-translation pytorch

Last synced: 01 Nov 2024

https://github.com/ml5js/ml5-library

Friendly machine learning for the web! 🤖

deep-learning imagenet javascript lstm machine-learning neural-network p5js p5xjs

Last synced: 27 Oct 2024

https://github.com/MingchaoZhu/DeepLearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

bayesian deep-learning ensemble-learning machine-learning python regularization xgboost

Last synced: 09 Nov 2024

https://github.com/flashlight/wav2letter

Facebook AI Research's Automatic Speech Recognition Toolkit

cpp deep-learning end-to-end speech-recognition wav2letter

Last synced: 31 Dec 2024

https://github.com/dragen1860/tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

artificial-intelligence computer-vision deep-learning machine-learning neural-network nlp tensorflow tensorflow-2 tensorflow-examples tensorflow-tutorials

Last synced: 02 Jan 2025

https://github.com/dragen1860/TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

artificial-intelligence computer-vision deep-learning machine-learning neural-network nlp tensorflow tensorflow-2 tensorflow-examples tensorflow-tutorials

Last synced: 27 Oct 2024

https://github.com/ppwwyyxx/tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

deep-learning machine-learning neural-networks reinforcement-learning tensorflow

Last synced: 29 Nov 2024

https://github.com/tensorpack/tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

deep-learning machine-learning neural-networks reinforcement-learning tensorflow

Last synced: 31 Dec 2024

https://github.com/oneflow-inc/oneflow

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

cuda deep-learning deep-neural-networks distributed machine-learning ml neural-network

Last synced: 31 Dec 2024

https://github.com/hironsan/bosssensor

Hide screen when boss is approaching.

cnn computer-vision deep-learning machine-learning opencv

Last synced: 02 Jan 2025

https://github.com/tensorflow/serving

A flexible, high-performance serving system for machine learning models

cpp deep-learning deep-neural-networks machine-learning ml neural-network python serving tensorflow

Last synced: 31 Dec 2024

https://github.com/Hironsan/BossSensor

Hide screen when boss is approaching.

cnn computer-vision deep-learning machine-learning opencv

Last synced: 01 Nov 2024

https://github.com/zihangdai/xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

deep-learning nlp tensorflow

Last synced: 01 Jan 2025

https://github.com/thtrieu/darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

convolutional-networks convolutional-neural-networks darknet deep-learning deep-neural-networks graph image-processing machine-learning mobile-development object-detection real-time tensorflow

Last synced: 01 Jan 2025

https://github.com/kevinmusgrave/pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

computer-vision contrastive-learning deep-learning deep-metric-learning embeddings image-retrieval machine-learning metric-learning pytorch self-supervised-learning

Last synced: 30 Dec 2024

https://github.com/KevinMusgrave/pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

computer-vision contrastive-learning deep-learning deep-metric-learning embeddings image-retrieval machine-learning metric-learning pytorch self-supervised-learning

Last synced: 06 Nov 2024

https://github.com/accumulatemore/cv

✔（已完结）最全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】

book chinese computer-vision deep-learning jupyter-notebook machine-learning natural-language-processing notebook python

Last synced: 31 Dec 2024

https://github.com/yaofanguk/video-subtitle-extractor

视频硬字幕提取，生成srt文件。无需申请第三方API，本地实现文本识别。基于深度学习的视频字幕提取框架，包含字幕区域检测、字幕内容提取。A GUI tool for extracting hard-coded subtitle (hardsub) from videos and generating srt files.

deep-learning extract hardsub ocr ripper srt subrip subtitles

Last synced: 31 Dec 2024

Deep learning Awesome Lists
awesome-deep-learning-papers 238 awesome-datascience 825 awesome-deep-learning 597 awesome-production-machine-learning 584 awesome-nlp 203 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-artificial-intelligence 168 awesome-project-ideas 57 awesome-self-supervised-learning 453 awesome-multimodal-ml 480 Awesome-Transformer-Attention 2,160 Awesome-Prompt-Engineering 147 Awesome-ChatGPT 102 Awesome-Geospatial 1,261 awesome-ai-in-finance 138 Awesome-AIGC-Tutorials 140 awesome-knowledge-distillation 206 awesome-hand-pose-estimation 495 awesome-RLHF 211 awesome-deeplearning-resources 117 awesome-deep-learning-music 248 awesome-image-classification 220 awesome-anomaly-detection 138 awesome-ml-courses 40 awesome-deep-text-detection-recognition 145 Awesome-Quant-Machine-Learning-Trading 123 awesome-human-pose-estimation 89 awesome-tensor-compilers 165 awesome-python-data-science 379 Awesome-Deblurring 402 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 awesome-autonomous-vehicles 296 Awesome-Text2SQL 269 Awesome-Rust-MachineLearning 48 Awesome-Model-Quantization 528 Awesome-Interview 204 Awesome-pytorch-list-CNVersion 692 awesome-deep-learning-resources 141 awesome-fraud-detection-papers 186 awesome-self-supervised-gnn 440 Awesome-Diffusion-Models-in-Medical-Imaging 413 Deep-Learning-for-Medical-Applications 62 awesome-AIOps 49 awesome-industrial-anomaly-detection 695 Awesome-FL 2,323 awesome-ai-ml-dl 95 awesome-diarization 181 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 410
Deep learning Categories
Papers 6,429 Uncategorized 5,880 Books 2,171 **Literature and Codes** 1,784 NLP 1,705 A01_文本生成_文本对话 1,595 fl in top-tier journal 1,466 Conference Papers 1,450 Table of Contents 1,211 Repos 1,130 Year 2022 950 fl in top ml conference and journal 847 Deep Learning 766 Image Classification / Backbone 732 Robust Machine Learning in Medical Domain 685 Publications-and-Preprints 648 Attack 644 前端开发框架及项目 565 Year 2023 558 Articles & Blogs 531