Deep learning | Ecosyste.ms: Awesome

https://github.com/rasbt/python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

deep-learning machine-learning scikit-learn tensorflow

Last synced: 14 May 2025

https://github.com/hzwer/ECCV2022-RIFE

ECCV2022 - Real-Time Intermediate Flow Estimation for Video Frame Interpolation

aigc computer-vision deep-learning slomo-filter video-interpolation

Last synced: 03 Apr 2025

https://github.com/PaddlePaddle/VisualDL

Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具）

caffe deep-learning onnx paddlepaddle visualization

Last synced: 20 Mar 2025

https://github.com/weiliu89/caffe

Caffe: a fast open framework for deep learning.

deep-learning object-detection real-time semantic-segmentation

Last synced: 07 Oct 2025

https://github.com/paddlepaddle/visualdl

Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具）

caffe deep-learning onnx paddlepaddle visualization

Last synced: 27 Jan 2026

https://github.com/laurentmazare/tch-rs

Rust bindings for the C++ api of PyTorch.

deep-learning machine-learning neural-network pytorch rust

Last synced: 12 May 2025

https://github.com/TJU-DRL-LAB/AI-Optimizer

The next generation deep reinforcement learning tookit

deep-learning reinforcement-learning transfer-learning

Last synced: 19 Jul 2025

https://spandan-madan.github.io/DeepLearningProject/

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

deep-learning machine-learning neural-networks tutorial

Last synced: 13 Nov 2025

https://github.com/spandan-madan/deeplearningproject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

deep-learning machine-learning neural-networks tutorial

Last synced: 14 May 2025

https://github.com/sktime/pytorch-forecasting

Time series forecasting with PyTorch

ai artificial-intelligence data-science deep-learning forecasting gpu hacktoberfest machine-learning neural-networks pandas python pytorch pytorch-lightning temporal timeseries timeseries-forecasting uncertainty

Last synced: 23 Jan 2026

https://github.com/Spandan-Madan/DeepLearningProject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

deep-learning machine-learning neural-networks tutorial

Last synced: 26 Mar 2025

https://github.com/microsoft/muzic

Muzic: Music Understanding and Generation with Artificial Intelligence

ai-music deep-learning music music-composition

Last synced: 14 May 2025

https://github.com/AutoGPTQ/AutoGPTQ

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

deep-learning inference large-language-models llms nlp pytorch quantization transformer transformers

Last synced: 14 Mar 2025

https://github.com/louisfb01/start-machine-learning

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2025 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

artificial-intelligence cheat-sheets course coursera coursera-machine-learning data-science deep-learning learn-to-code learning learning-python linear-algebra machine-learning neural-networks practice probability-statistics read-articles tutorial tutorials youtube youtube-playlist

Last synced: 16 May 2025

https://github.com/idealo/image-super-resolution

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

aws computer-vision convolutional-neural-networks deep-learning docker e-commerce idealo image-processing image-super-resolution keras machine-learning neural-network nvidia-docker super-resolution tensorflow

Last synced: 13 Sep 2025

https://github.com/goq/telegram-list

List of telegram groups, channels & bots // Список интересных групп, каналов и ботов телеграма // Список чатов для программистов

bot coding community data-science data-science-club deep-learning devops devops-teams frontend hacker-news linux machine-learning microsoft news programming programming-languages smm telegram telegram-group theory

Last synced: 28 Mar 2025

https://github.com/LaurentMazare/tch-rs

Rust bindings for the C++ api of PyTorch.

deep-learning machine-learning neural-network pytorch rust

Last synced: 19 Mar 2025

https://github.com/pytorch/ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

closember deep-learning hacktoberfest machine-learning metrics neural-network python pytorch

Last synced: 13 May 2025

https://idealo.github.io/image-super-resolution/

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

aws computer-vision convolutional-neural-networks deep-learning docker e-commerce idealo image-processing image-super-resolution keras machine-learning neural-network nvidia-docker super-resolution tensorflow

Last synced: 08 May 2025

https://github.com/DeepLabCut/DeepLabCut

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

animal-pose-estimation behavior-analysis deep-learning deeplabcut feature-detectors keypoint-detection keypoint-tracking labeling-tool pose-estimation toolbox

Last synced: 18 Mar 2025

https://github.com/mindee/doctr

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

deep-learning document-recognition ocr optical-character-recognition pytorch tensorflow2 text-detection text-detection-recognition text-recognition

Last synced: 14 May 2025

https://github.com/fluxml/flux.jl

Relax! Flux is the ML library that doesn't make you tensor

data-science deep-learning flux machine-learning neural-networks the-human-brain

Last synced: 14 May 2025

https://github.com/instillai/deep-learning-roadmap

:satellite: All You Need to Know About Deep Learning - A kick-starter

deep-learning resources

Last synced: 14 May 2025

https://github.com/boltzmannentropy/interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

artificial-intelligence autograd bayesian-statistics convolutional-neural-networks data-science deep-learning ensemble-learning feature-extraction graduate-school information-theory interview-preparation jax jobs logistic-regression loss-functions machine-learning python pytorch pytorch-tutorial

Last synced: 15 May 2025

https://github.com/MLEveryday/practicalAI-cn

AI实战-practicalAI 中文版

deep-learning google-colab-notebook jupyter-notebook machine-learning pytorch

Last synced: 17 Apr 2025

https://github.com/sanchit-gandhi/whisper-jax

JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.

deep-learning jax speech-recognition speech-to-text whisper

Last synced: 14 May 2025

https://github.com/FluxML/Flux.jl

Relax! Flux is the ML library that doesn't make you tensor

data-science deep-learning flux machine-learning neural-networks the-human-brain

Last synced: 15 Mar 2025

https://github.com/zenml-io/zenml

ZenML 🙏: The bridge between ML and Ops. https://zenml.io.

ai automl data-science deep-learning devops-tools hacktoberfest llm llmops machine-learning metadata-tracking ml mlops pipelines production-ready pytorch tensorflow workflow zenml

Last synced: 04 Mar 2026

https://github.com/thunlp/openprompt

An Open-Source Framework for Prompt-Learning.

ai deep-learning natural-language-processing natural-language-understanding nlp nlp-library nlp-machine-learning pre-trained-language-models pre-trained-model prompt prompt-based-tuning prompt-learning prompt-toolkit prompts pytorch transformer

Last synced: 14 May 2025

https://github.com/open-mmlab/mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

action-recognition ava benchmark deep-learning i3d non-local openmmlab posec3d pytorch slowfast spatial-temporal-action-detection temporal-action-localization tsm tsn uniformerv2 video-classification video-understanding x3d

Last synced: 13 May 2025

https://github.com/BoltzmannEntropy/interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

artificial-intelligence autograd bayesian-statistics convolutional-neural-networks data-science deep-learning ensemble-learning feature-extraction graduate-school information-theory interview-preparation jax jobs logistic-regression loss-functions machine-learning python pytorch pytorch-tutorial

Last synced: 27 Mar 2025

https://github.com/obss/sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

coco computer-vision deep-learning explainable-ai fiftyone huggingface instance-segmentation large-image machine-learning merge mmdetection object-detection oriented-object-detection python pytorch remote-sensing satellite small-object-detection tiling yolo11

Last synced: 14 May 2025

https://github.com/astorfi/TensorFlow-World

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

computer-vision deep-learning machine-learning neural-network python tensorflow

Last synced: 24 Mar 2025

https://github.com/astorfi/tensorflow-world

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

computer-vision deep-learning machine-learning neural-network python tensorflow

Last synced: 14 May 2025

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

OpenMMLab Text Detection, Recognition and Understanding Toolbox

abcnet abinet crnn dbnet deep-learning fcenet key-information-extraction maskrcnn ocr pan panet psenet pytorch sar sdmg-r segmentation-based-text-recognition spts svtr text-detection text-recognition

Last synced: 14 May 2025

https://github.com/KaiyangZhou/deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

computer-vision cross-domain deep-learning deep-neural-networks image-retrieval machine-learning metric-learning person-reid person-reidentification pytorch re-ranking

Last synced: 19 Jul 2025

https://github.com/huggingface/autotrain-advanced

🤗 AutoTrain Advanced

autotrain deep-learning huggingface machine-learning natural-language-processing natural-language-understanding python

Last synced: 13 Dec 2025

https://github.com/tencent/tnn

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.

coreml deep-learning face-detection hairsegmentaion inference mnn ncnn ocr openvino pytorch tengine tensorflow tensorrt

Last synced: 13 May 2025

https://github.com/mangiucugna/json_repair

A python module to repair invalid JSON from LLMs

deep-learning gpt-4 json llama3 llm machine-learning mistral openai-api parser repair

Last synced: 28 Feb 2026

https://github.com/kyegomez/tree-of-thoughts

Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%

artificial-intelligence chatgpt deep-learning gpt4 multimodal prompt prompt-engineering prompt-learning prompt-tuning

Last synced: 12 May 2025

https://github.com/weiaicunzai/pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

cifar100 deep-learning densenet googlenet image-classification inception-resnet-v2 inceptionv3 inceptionv4 mobilenet nasnet pytorch resnet resnext shufflenet squeezenet wideresnet xception

Last synced: 14 May 2025

https://github.com/dair-ai/Mathematics-for-ML

🧮 A collection of resources to learn mathematics for machine learning

ai deep-learning machine-learning mathematics ml

Last synced: 26 Mar 2025

https://github.com/dair-ai/mathematics-for-ml

🧮 A collection of resources to learn mathematics for machine learning

ai deep-learning machine-learning mathematics ml

Last synced: 09 Feb 2026

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

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

artificial-intelligence deep-learning machine-learning mujoco neural-networks physics-simulation reinforcement-learning

Last synced: 11 Mar 2026

https://github.com/kaiyangzhou/deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

computer-vision cross-domain deep-learning deep-neural-networks image-retrieval machine-learning metric-learning person-reid person-reidentification pytorch re-ranking

Last synced: 14 May 2025

https://github.com/Tencent/TNN

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.

coreml deep-learning face-detection hairsegmentaion inference mnn ncnn ocr openvino pytorch tengine tensorflow tensorrt

Last synced: 20 Mar 2025

https://github.com/alirezadir/production-level-deep-learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

ai artificial-intelligence deep-learning deployment kubeflow machine-learning pipeline practical-machine-learning production-system scalable-applications system-design tfx

Last synced: 14 May 2025

https://github.com/deepjavalibrary/djl

An Engine-Agnostic Deep Learning Framework in Java

ai autograd deep-learning deep-neural-networks djl java machine-learning ml mxnet neural-network onnxruntime pytorch tensorflow

Last synced: 16 Mar 2026

https://github.com/trigaten/learn_prompting

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

chatgpt chatgpt-api deep-learning gpt-3 gpt-4 gpt-4-api gpt3 large-language-models llm machine-learning nlp openai-api prompt-engineering prompt-toolkit prompt-tuning prompting transformers

Last synced: 13 May 2025

https://github.com/datawhalechina/competition-baseline

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

data-competition data-science deep-learning kaggle

Last synced: 14 May 2025

https://github.com/janhuenermann/neurojs

A JavaScript deep learning and reinforcement learning library.

deep-learning javascript machine-learning neural-network reinforcement-learning self-driving-car

Last synced: 14 May 2025

https://github.com/trigaten/Learn_Prompting

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

chatgpt chatgpt-api deep-learning gpt-3 gpt-4 gpt-4-api gpt3 large-language-models llm machine-learning nlp openai-api prompt-engineering prompt-toolkit prompt-tuning prompting transformers

Last synced: 24 Mar 2025

https://github.com/leoxiaobin/deep-high-resolution-net.pytorch

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

coco-keypoints-detection deep-high-resolution-net deep-learning high-resolution-net human-pose-estimation mpii mpii-dataset mscoco-keypoint

Last synced: 14 May 2025

https://github.com/mleveryday/practicalai-cn

AI实战-practicalAI 中文版

deep-learning google-colab-notebook jupyter-notebook machine-learning pytorch

Last synced: 14 May 2025

https://github.com/microsoft/VoTT

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

annotation-tool cntk deep-learning detection detection-model image-annotation image-tagging imagetagger labeling object-detection tagging taggingtools tensorflow-object-detection-api video-tagging

Last synced: 05 Apr 2025

https://github.com/lucidrains/deep-daze

Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun

artificial-intelligence deep-learning implicit-neural-representation multi-modality siren text-to-image transformers

Last synced: 10 Apr 2025

https://github.com/Microsoft/VoTT

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

annotation-tool cntk deep-learning detection detection-model image-annotation image-tagging imagetagger labeling object-detection tagging taggingtools tensorflow-object-detection-api video-tagging

Last synced: 12 Mar 2025

https://github.com/thunlp/OpenPrompt

An Open-Source Framework for Prompt-Learning.

ai deep-learning natural-language-processing natural-language-understanding nlp nlp-library nlp-machine-learning pre-trained-language-models pre-trained-model prompt prompt-based-tuning prompt-learning prompt-toolkit prompts pytorch transformer

Last synced: 27 Mar 2025

https://github.com/youssefhosni/data-science-interview-questions-answers

Curated list of data science interview questions and answers

data-science deep-learning interview-questions machine-learning python

Last synced: 14 May 2025

https://github.com/alirezadir/Production-Level-Deep-Learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

ai artificial-intelligence deep-learning deployment kubeflow machine-learning pipeline practical-machine-learning production-system scalable-applications system-design tfx

Last synced: 16 Apr 2025

https://github.com/Fanghua-Yu/SUPIR

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

deep-learning diffusion-models llava pytorch pytorch-lightning restoration sdxl stable-diffusion super-resolution

Last synced: 27 Mar 2025

https://github.com/ahkarami/deep-learning-in-production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

angularjs c-plus-plus caffe2 convert-pytorch-models deep-learning deep-neural-networks flask keras model-serving mxnet production python pytorch react rest-api serving serving-pytorch-models tensorflow-models tesnorflow tutorial

Last synced: 14 May 2025

https://github.com/tensorflow/probability

Probabilistic reasoning and statistical analysis in TensorFlow

bayesian-methods data-science deep-learning machine-learning neural-networks probabilistic-programming statistics tensorflow

Last synced: 12 May 2025

https://github.com/pytorch/serve

Serve, optimize and scale PyTorch models in production

cpu deep-learning docker gpu kubernetes machine-learning metrics mlops optimization pytorch serving

Last synced: 13 May 2025

https://github.com/andri27-ts/reinforcement-learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

a2c artificial-intelligence deep-learning deep-reinforcement-learning deepmind dqn evolution-strategies machine-learning policy-gradients ppo qlearning reinforcement-learning

Last synced: 15 May 2025

https://github.com/ahkarami/Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

angularjs c-plus-plus caffe2 convert-pytorch-models deep-learning deep-neural-networks flask keras model-serving mxnet production python pytorch react rest-api serving serving-pytorch-models tensorflow-models tesnorflow tutorial

Last synced: 14 Mar 2025

https://github.com/onnxsim/onnxsim

Simplify your onnx model

deep-learning onnx pytorch

Last synced: 11 Mar 2026

https://github.com/nianticlabs/monodepth2

[ICCV 2019] Monocular depth estimation from a single image

computer-vision deep-learning depth-estimation monodepth neural-network pytorch self-supervision

Last synced: 14 May 2025

https://github.com/wzhe06/ad-papers

Papers on Computational Advertising

advertising computational-advertising ctr-prediction deep-learning machine-learning papers recommender-system

Last synced: 14 May 2025

https://github.com/huggingface/deep-rl-class

This repo contains the Hugging Face Deep Reinforcement Learning Course.

deep-learning deep-reinforcement-learning reinforcement-learning reinforcement-learning-excercises

Last synced: 13 May 2025

https://github.com/dsgiitr/d2l-pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

book computer-vision d2l data-science deep-learning dive-into-deep-learning mxnet nlp pytorch pytorch-implmention

Last synced: 14 May 2025

https://github.com/andri27-ts/Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

a2c artificial-intelligence deep-learning deep-reinforcement-learning deepmind dqn evolution-strategies machine-learning policy-gradients ppo qlearning reinforcement-learning

Last synced: 15 Mar 2025

https://github.com/sweetice/deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

a2c a3c actor-critic actor-critic-algorithm algorithm alphago deep-learning deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforce resnet sac sarsa td3 trpo

Last synced: 14 May 2025

https://github.com/poloclub/transformer-explainer

Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization

deep-learning generative-ai gpt langauge-model llm visualization

Last synced: 13 May 2025

https://github.com/mosaicml/llm-foundry

LLM training code for Databricks foundation models

deep-learning llm neural-networks nlp pytorch

Last synced: 08 May 2025

https://github.com/youssefHosni/Data-Science-Interview-Questions-Answers

Curated list of data science interview questions and answers

data-science deep-learning interview-questions machine-learning python

Last synced: 10 Apr 2025

https://github.com/wzhe06/Ad-papers

Papers on Computational Advertising

advertising computational-advertising ctr-prediction deep-learning machine-learning papers recommender-system

Last synced: 28 Mar 2025

https://github.com/ashleve/lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

best-practices config deep-learning hydra mlops project-structure pytorch pytorch-lightning reproducibility template

Last synced: 14 May 2025

https://github.com/deepmind/dm_control

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

artificial-intelligence deep-learning machine-learning mujoco neural-networks physics-simulation reinforcement-learning

Last synced: 17 Aug 2025

https://github.com/apachecn/pytorch-doc-zh

Pytorch 中文文档

deep-learning documentation python pytorch

Last synced: 13 May 2025

https://github.com/azure/machinelearningnotebooks

Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

azure azure-machine-learning azure-ml azureml data-science deep-learning machine-learning notebook

Last synced: 13 May 2025

https://github.com/rasbt/machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

deep-learning machine-learning neural-networks pytorch scikit-learn

Last synced: 13 May 2025

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

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

ai-agent deep-learning distributed-training edge-ai federated-learning inference-engine machine-learning mlops model-deployment model-serving on-device-training