Most popular deep-learning repositories and open source projects

Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.

Transformers-Recipe

🧠 A study guide to learn about Transformers

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DIG

A library for graph deep learning research

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rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

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DenseDepth

High Quality Monocular Depth Estimation via Transfer Learning

346 1426 1426

mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDe...

256 1421 1421

refinery

The data scientist's open-source choice to scale, assess and maintain...

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AndroidTensorFlowMachineLearningExample

Android TensorFlow MachineLearning Example (Building TensorFlow for An...

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model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlo...

319 1414 1414

deep-finance

Datasets, papers and books on AI & Finance.

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awesome-imbalanced-learning

😎 Everything about class-imbalanced/long-tail learning: papers, codes...

227 1413 1413

Rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

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AutoCrawler

Google, Naver multiprocess image web crawler (Selenium)

405 1410 1410

big_transfer

Official repository for the "Big Transfer (BiT): General Visual Repres...

169 1403 1403

DeepCamera

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art A...

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audiomentations

A Python library for audio data augmentation. Inspired by albumentatio...

166 1402 1402

BicycleGAN

Toward Multimodal Image-to-Image Translation

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3d-ken-burns

an implementation of 3D Ken Burns Effect from a Single Image using PyT...

210 1401 1401

Knet.jl

Koç University deep learning framework.

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avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTor...

230 1397 1397

age-gender-estimation

Keras implementation of a CNN network for age and gender estimation

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vvedenie-mashinnoe-obuchenie

:memo: Подборка ресурсов по машинному обучению

332 1388 1388

QRec

QRec: A Python Framework for quick implementation of recommender syste...

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attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

269 1384 1384

keras-resnet

Residual networks implementation using Keras-1.0 functional API

618 1381 1381

awesome-AI-books

Some awesome AI related books and pdfs for learning and downloading, a...

334 1380 1380

Graphormer

Graphormer is a deep learning package that allows researchers and deve...

251 1377 1377

deep-head-pose

:fire::fire: Deep Learning Head Pose Estimation using PyTorch.

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NLP-Knowledge-Graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。

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TorchCraft

Connecting Torch to StarCraft

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NiftyNet

[unmaintained] An open-source convolutional neural networks platform f...

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OpenNMT-tf

Neural machine translation and sequence learning using TensorFlow

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dlcv_for_beginners

《深度学习与计算机视觉》配套代码

645 1371 1371

Det3D

A general 3D object detection codebse.

293 1369 1369

ILearnDeepLearning.py

This repository contains small projects related to Neural Networks and...

470 1367 1367

flow-forecast

Deep learning PyTorch library for time series forecasting, classificat...

230 1367 1367

pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

112 1365 1365

Deep-Image-Analogy

The source code of 'Visual Attribute Transfer through Deep Image Analo...

235 1361 1361

ScanNet

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Awesome-TensorFlow-Chinese

Awesome-TensorFlow-Chinese，TensorFlow 中文资源精选，官方网站，安装教...

329 1355 1355

torchgan

Research Framework for easy and efficient training of GANs based on Py...

167 1354 1354

NYU-DLSP21

NYU Deep Learning Spring 2021

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ngraph

nGraph has moved to OpenVINO

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noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep...

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SSD

High quality, fast, modular reference implementation of SSD in PyTorch

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torchrec

Pytorch domain library for recommendation systems

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Speech-Emotion-Analyzer

The neural network model is capable of detecting five different male/f...

438 1333 1333

SDV

Synthetic Data Generation for tabular, relational and time series data...

212 1331 1331

yt-channels-DS-AI-ML-CS

A comprehensive list of 180+ YouTube Channels for Data Science, Data...

139 1328 1328

AdaIN-style

Arbitrary Style Transfer in Real-time with Adaptive Instance Normaliza...

190 1323 1323

MedicalZooPytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical...

263 1321 1321