Most popular deep-learning repositories and open source projects

Deep-Learning-In-Production The-AI-Summer Jupyter Notebook

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

1.3k 266 31

cnn_graph mdeff Jupyter Notebook

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

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Mish digantamisra98 Jupyter Notebook

Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

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tf-encrypted tf-encrypted Python

A Framework for Encrypted Machine Learning in TensorFlow

1.2k 213 49

service-streamer ShannonAI Python

Boosting your Web Services of Deep Learning Applications.

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SincNet mravanelli Python

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

1.2k 272 30

pyntcloud daavoo Python

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

1.2k 213 1.2k

one-pixel-attack-keras Hyperparticle Jupyter Notebook

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

1.2k 215 25

stock-analysis-engine AlgoTraders Jupyter Notebook

Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading...

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AdvancedEAST huoyijie Python

AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which...

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basic_reinforcement_learning vmayoral Jupyter Notebook

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

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awesome-relation-extraction roomylee

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

1.2k 134 49

deep-review greenelab HTML

A collaboratively written review paper on deep learning, genomics, and precision medicine

1.2k 276 1.2k

FastMOT GeekAlexis Python

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

1.2k 253 22

self-attention-cv The-AI-Summer Python

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

1.2k 152 18

keras-flask-deploy-webapp imfing JavaScript

:smiley_cat: Pretty & simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app us...

1.2k 461 28

arbitrary-image-stylization-tfjs reiinakano JavaScript

Arbitrary style transfer using TensorFlow.js

1.2k 211 38

Deep-Learning-Experiments roatienza Jupyter Notebook

Videos, notes and experiments to understand deep learning

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variational-autoencoder altosaar Python

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

1.2k 258 31

Repo-2017 RubensZimbres Python

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

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deep_gcns_torch lightaime Python

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

1.2k 154 14

deep-q-learning keon Python

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

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medicaldetectiontoolkit MIC-DKFZ Python

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as...

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seqeval chakki-works Python

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

1.2k 130 8

telemanom khundman Jupyter Notebook

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

1.2k 267 34

five-video-classification-methods harvitronix Python

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

1.2k 459 49

performer-pytorch lucidrains Python

An implementation of Performer, a linear attention-based transformer, in Pytorch

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fsdl-text-recognizer-project full-stack-deep-learning Jupyter Notebook

Lab materials for the Full Stack Deep Learning Course

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TensorFlow-From-Zero-To-One amusi Jupyter Notebook

TensorFlow 最佳学习资源大全（含课程、书籍、博客、公开课等内容）

1.2k 333 52

sockeye awslabs Python

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

1.2k 329 1.2k

DeepRec cheungdaven Python

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

1.2k 290 54

TransformerTTS spring-media Python

🤖💬 Transformer TTS: Implementation of a non-autoregressive Transformer based neural network for text to speech.

1.2k 222 0

DataAugmentationForObjectDetection Paperspace Jupyter Notebook

Data Augmentation For Object Detection

1.2k 313 21

PPLM uber-research Python

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

1.2k 203 25

awesome-architecture-search markdtw

A curated list of awesome architecture search resources

1.2k 201 1.2k

Image-OutPainting bendangnuksung Jupyter Notebook

🏖 Keras Implementation of Painting outside the box

1.1k 223 40

pose-tensorflow eldar C++

Human Pose estimation with TensorFlow framework

1.1k 377 55

Transformer-in-Vision DirtyHarryLYL

Recent Transformer-based CV and related works.

1.1k 122 1.1k

gradslam gradslam Python

gradslam is an open source differentiable dense SLAM library for PyTorch

1.1k 136 1.1k

tez abhishekkrthakur Python

Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects...

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