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.

gnes

GNES is Generic Neural Elastic Search, a cloud-native semantic search...

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text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

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livelossplot

Live training loss plot in Jupyter Notebook for Keras, PyTorch and oth...

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DI-star

An artificial intelligence platform for the StarCraft II with large-sc...

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grad-cam

[ICCV 2017] Torch code for Grad-CAM

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dl-4-tsc

Deep Learning for Time Series Classification

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awesome-tensorflow-lite

An awesome list of TensorFlow Lite models, samples, tutorials, tools a...

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theseus

A library for differentiable nonlinear optimization

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cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral F...

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adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks.

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Mish

Official Repository for "Mish: A Self Regularized Non-Monotonic Neural...

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pyntcloud

pyntcloud is a Python library for working with 3D point clouds.

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service-streamer

Boosting your Web Services of Deep Learning Applications.

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webdataset

A high-performance Python-based I/O system for large (and small) deep...

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torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity...

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AdvancedEAST

AdvancedEAST is an algorithm used for Scene image text detect, which...

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one-pixel-attack-keras

Keras implementation of "One pixel attack for fooling deep neural netw...

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deep-review

A collaboratively written review paper on deep learning, genomics, and...

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LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of L...

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arbitrary-image-stylization-tfjs

Arbitrary style transfer using TensorFlow.js

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self-attention-cv

Implementation of various self-attention mechanisms focused on compute...

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awesome-relation-extraction

📖 A curated list of awesome resources dedicated to Relation Extractio...

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Repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Lear...

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pororo

PORORO: Platform Of neuRal mOdels for natuRal language prOcessing

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deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

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medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prev...

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uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety...

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CapsGNN

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019)...

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DINO

[ICLR 2023] Official implementation of the paper "DINO: DETR with Impr...

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fsdl-text-recognizer-project

Lab materials for the Full Stack Deep Learning Course

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hifi-gan

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidel...

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variational-autoencoder

Variational autoencoder implemented in tensorflow and pytorch (includi...

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sockeye

Sequence-to-sequence framework with a focus on Neural Machine Translat...

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SincNet

SincNet is a neural architecture for efficiently processing raw audio...

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onnx-tensorflow

Tensorflow Backend for ONNX

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deepmd-kit

A deep learning package for many-body potential energy representation...

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ktrain

ktrain is a Python library that makes deep learning and AI more access...

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DataAugmentationForObjectDetection

Data Augmentation For Object Detection

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awesome-architecture-search

A curated list of awesome architecture search resources

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five-video-classification-methods

Code that accompanies my blog post outlining five video classification...

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Chatbot_CN

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取...

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torchdrug

A powerful and flexible machine learning platform for drug discovery

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Machine-Learning-with-Python

Small scale machine learning projects to understand the core concepts...

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DeepRec

An Open-source Toolkit for Deep Learning based Recommendation with Ten...

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Deep-Learning-Experiments

Videos, notes and experiments to understand deep learning

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Transformer-in-Vision

Recent Transformer-based CV and related works.

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Image-OutPainting

🏖 Keras Implementation of Painting outside the box

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Deep-Learning-In-Production

Build, train, deploy, scale and maintain deep learning models. Underst...

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gradslam

gradslam is an open source differentiable dense SLAM library for PyTor...

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tez

Tez is a super-simple and lightweight Trainer for PyTorch. It also com...

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