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Top 1371 keras open source projects

Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"

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jupyter-notebook tensorflow keras deep-reinforcement-learning

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

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python tensorflow keras natural-language-processing recurrent-neural-networks attention-mechanism language-model natural-language-understanding machine-translation text-generation sentiment-classification

Alpha Zero General

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

✭ 2,617

Jupyter Notebook python shell deep-learning pytorch tensorflow keras reinforcement-learning chainer mcts othello gomoku monte-carlo-tree-search gobang alphago tf alphago-zero alpha-zero alphazero self-play

Torchinfo

View model summaries in PyTorch!

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python pytorch visualization keras torch

Lotteryprediction

🌝 Lottery prediction besides of following "law of proability","Probability: Independent Events", there are still "Saying "a Tail is due", or "just one more go, my luck is due to change" is called The Gambler's Fallacy" existed.

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actionscript keras time-series-analysis exploratory-data-analysis

Pratik Derin Ogrenme Uygulamalari

Çeşitli kütüphaneler kullanılarak Türkçe kod açıklamalarıyla TEMEL SEVİYEDE pratik derin öğrenme uygulamaları.

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jupyter-notebook pytorch tensorflow keras cnn mnist

Keras deep clustering

How to do Unsupervised Clustering with Keras

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jupyter-notebook deep-learning keras clustering unsupervised-learning

Kungfu

KungFu: Making Training in Distributed Machine Learning Adaptive

✭ 199

go tensorflow keras distributed-systems

Imageatm

Image classification for everyone.

✭ 201

python deep-learning machine-learning tensorflow computer-vision keras neural-network image-classification transfer-learning

Keras Arcface

Keras implementation of ArcFace, CosFace, and SphereFace

✭ 199

python deep-learning keras

Keras Unet

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

✭ 196

python deep-learning keras deep-neural-networks deeplearning segmentation semantic-segmentation image-segmentation keras-tensorflow unet satellite-imagery

End To End For Chinese Plate Recognition

基于u-net，cv2以及cnn的中文车牌定位，矫正和端到端识别软件，其中unet和cv2用于车牌定位和矫正，cnn进行车牌识别，unet和cnn都是基于tensorflow的keras实现

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python tensorflow computer-vision keras opencv image-segmentation image-recognition

Semantic Embeddings

Hierarchy-based Image Embeddings for Semantic Image Retrieval

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python deep-learning machine-learning computer-vision keras image-retrieval representation-learning

Keras Acgan

Auxiliary Classifier Generative Adversarial Networks in Keras

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jupyter-notebook deep-learning tensorflow computer-vision keras gpu generative-adversarial-network

Zf unet 224 pretrained model

Modification of convolutional neural net "UNET" for image segmentation in Keras framework

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python keras segmentation pretrained-models unet

Deep Learning With Python

Deep learning codes and projects using Python

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jupyter-notebook deep-learning machine-learning computer-vision keras artificial-intelligence object-detection convolutional-neural-networks neural-networks cnn generative-adversarial-network image-classification rnn recurrent-neural-networks resnet vgg16

Volksdep

volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.

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python pytorch tensorflow keras inference deploy onnx

Keras Nasnet

"NASNet" models in Keras 2.0+ with weights

✭ 195

python tensorflow keras

Keras English Resume Parser And Analyzer

keras project that parses and analyze english resumes

✭ 192

python deep-learning keras convolutional-neural-networks recurrent-neural-networks nltk

Automatic Speech Recognition

🎧 Automatic Speech Recognition: DeepSpeech & Seq2Seq (TensorFlow)

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python deep-learning machine-learning tensorflow keras neural-networks speech-recognition language-model speech-to-text tensorflow-models

Deep Learning Random Explore

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jupyter-notebook deep-learning keras lstm

Focal Loss Keras

Binary and Categorical Focal loss implementation in Keras.

✭ 191

python deep-learning keras deep-neural-networks

Hyperdash Sdk Py

Official Python SDK for Hyperdash

✭ 190

python jupyter-notebook machine-learning pytorch keras sdk ai ipython

Emotion Classification From Audio Files

Understanding emotions from audio files using neural networks and multiple datasets.

✭ 189

python python3 deep-learning machine-learning tensorflow keras audio deep-neural-networks speech audio-processing datascience emotion songs

Snn toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

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python deep-learning pytorch tensorflow keras deep-neural-networks caffe nest lasagne

East

Implementation of EAST scene text detector in Keras

✭ 188

python keras

Deep Survey Text Classification

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

✭ 187

python3 html keras natural-language-processing deep-neural-networks

Deepinterests

深度有趣

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deep-learning tensorflow computer-vision keras natural-language-processing artificial-intelligence mit-license

Keras fb

Enable Keras to send real-time training info to your Messenger account

✭ 186

python keras messenger facebook-api

Hyperactive

A hyperparameter optimization and data collection toolbox for convenient and fast prototyping of machine-learning models.

✭ 182

python deep-learning machine-learning pytorch data-science keras artificial-intelligence optimization scikit-learn metadata parallel-computing xgboost hyperparameter-optimization meta-learning neural-architecture-search feature-engineering bayesian-optimization automated-machine-learning

Ccf 2020 qa match

ccf 2020 qa match competition top1

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python keras

Datastories Semeval2017 Task4

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

✭ 184

python deep-learning nlp keras neural-network twitter deeplearning lstm sentiment-analysis attention-mechanism attention nlp-machine-learning embeddings word-embeddings glove keras-models

Retina Vesselnet

A Simple U-net model for Retinal Blood Vessel Segmentation based on tensorflow2

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jupyter-notebook keras

Seriesnet

Time series prediction using dilated causal convolutional neural nets (temporal CNN)

✭ 185

python machine-learning keras convolutional-neural-networks time-series series wavenet

Eye In The Sky

Satellite Image Classification using semantic segmentation methods in deep learning

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python deep-learning machine-learning tensorflow computer-vision keras artificial-intelligence semantic-segmentation unet remote-sensing

Vocalization Sign Language Ios

Vocalization sign language iOS App with deep learning using CoreML.

✭ 184

swift deep-learning ios tensorflow keras artificial-intelligence coreml

Pywarm

A cleaner way to build neural networks for PyTorch.

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python python3 deep-learning machine-learning pytorch data-science keras neural-network neural-networks clean-code

Keras Model Zoo

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python deep-learning keras

Recurrent Convolutional Neural Network Text Classifier

My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9745.

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python deep-learning nlp keras natural-language-processing classification

Ktext

Utilities for preprocessing text for deep learning with Keras

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jupyter-notebook deep-learning machine-learning keras nlp-machine-learning

Mobilenetv3

A Keras implementation of MobileNetV3.

✭ 181

python keras image-classification

Keras Bert

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

✭ 2,264

python shell keras language-model bert

R Net In Keras

Open R-NET implementation and detailed analysis: https://git.io/vd8dx

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python deep-learning nlp keras squad

Deeptoxic

top 1% solution to toxic comment classification challenge on Kaggle.

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jupyter-notebook deep-learning pytorch tutorial keras natural-language-processing kaggle pos

Dkeras

Distributed Keras Engine, Make Keras faster with only one line of code.

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python deep-learning machine-learning tensorflow keras neural-network deep-neural-networks distributed-systems distributed parallel-computing keras-tensorflow tensorflow-models keras-models

Hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

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python TeX keras hyperparameter-optimization hyperopt

Deeplearning.ai

该存储库包含由deeplearning.ai提供的相关课程的个人的笔记和实现代码。

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jupyter-notebook deep-learning machine-learning keras keras-tensorflow coursera natural-language logistic-regression linear-regression andrew-ng

Keraspp

코딩셰프의 3분 딥러닝, 케라스맛

✭ 178

jupyter-notebook tensorflow keras cnn gan rnn unet dnn

Imgclsmob

Sandbox for training deep learning networks

Donkeycar

Open source hardware and software platform to build a small scale self driving car.

✭ 2,192

python javascript HTML shell CSS Dockerfile tensorflow keras raspberry-pi vision self-driving-car cv2 donkeycar jetson-nano

Deep Learning With Keras Notebooks

Jupyter notebooks for using & learning Keras

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Jupyter Notebook deep-learning keras keras-notebooks

Attendance Using Face

Face-recognition using Siamese network

✭ 174

python tensorflow computer-vision mongodb keras opencv google face-detection face-recognition os vision dlib

Deep speaker Speaker recognition system

Keras implementation of ‘’Deep Speaker: an End-to-End Neural Speaker Embedding System‘’ (speaker recognition)

✭ 174

python keras speech

Machine Learning Is All You Need

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

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