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Keras

Keras is an open source, cross platform, and user friendly neural network library written in Python. It is capable of running on top of TensorFlow, Microsoft Cognitive Toolkit, R, Theano, and PlaidML.

https://github.com/yandexdataschool/mlatimperial2017

Materials for the course of machine learning at Imperial College organized by Yandex SDA

deep-learning imperial-college keras lectures machine-learning practice scikit-learn sklearn theano yandex

Last synced: 06 Nov 2024

https://github.com/ksdkamesh99/tensorgram

A real-time remote service to get the tensorflow callbacks to the telegram including the details of metrics-->pip install tensorgram

keras telegram-bot tensorflow tensorgram

Last synced: 01 Nov 2024

https://github.com/jay-johnson/deploy-to-kubernetes

Deploy a distributed AI stack to a multi-host or single-host Kubernetes cluster on CentOS 7 and also works on AWS - and comes with: cert-manager + redis-cluster + rook-ceph for persistent storage + minio s3 object store + splunk + optional external dns server + affinity examples - validated with K8 version 1.13.4 :hammer: :wrench: :cloud:

ai artificial-intelligence celery centos7 ceph cert-manager django-rest-framework dns-server docker helm jupyter keras kubernetes kubernetes-cluster kubernetes-examples lets-encrypt minio python super-stack tensorflow

Last synced: 01 Nov 2024

https://github.com/scheckmedia/keras-shufflenet

ShuffleNet Implementation using Keras Functional Framework 2.0

deep-learning keras machine-learning neural-network python2 python3 research tensorflow

Last synced: 31 Oct 2024

https://github.com/zainnasrullah/music-artist-classification-crnn

Supplementary material for IJCNN paper "Musical Artist Classification with Convolutoinal Recurrent Neural Networks"

artist-classification deep-learning keras mir music tensorflow

Last synced: 18 Oct 2024

https://github.com/leondgarse/keras_efficientnet_v2

self defined efficientnetV2 according to official version. Including converted ImageNet/21K/21k-ft1k weights.

efficientnetv2 keras progressive-train tensorflow tensorflow2 tf tf2

Last synced: 05 Nov 2024

https://github.com/ZainNasrullah/music-artist-classification-crnn

Supplementary material for IJCNN paper "Musical Artist Classification with Convolutoinal Recurrent Neural Networks"

artist-classification deep-learning keras mir music tensorflow

Last synced: 05 Aug 2024

https://github.com/arig23498/mae-scalable-vision-learners

A TensorFlow 2.x implementation of Masked Autoencoders Are Scalable Vision Learners

autoencoder keras masked-image-modeling self-supervised-learning tensorflow2

Last synced: 02 Nov 2024

https://github.com/zake7749/CIKM-AnalytiCup-2018

[ACM-CIKM] 2nd place solution at CIKM AnalytiCup 2018, a task for determining short text similarities.

cikm keras natural-language-processing natural-language-understanding semantic-matching semantic-similarity text-similarity

Last synced: 07 Aug 2024

https://github.com/Tixierae/graph_2D_CNN

Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks' (new title: 'Graph Classification with 2D Convolutional Neural Networks')

2d-cnn artificial-intelligence classification convolutional-neural-networks deep-learning embeddings graph-2d-cnn graph-kernels graph-theory keras neural-networks representation-learning tensorflow

Last synced: 28 Oct 2024

https://github.com/tongjilibo/torch4keras

bert4torch底层训练框架，用keras风格写torch代码

keras torch

Last synced: 13 Nov 2024

https://github.com/kashif/tf-keras-tutorial

tf.keras + tf.data with Eager Execution

deep-learning keras tensorflow tensorflow-tutorials

Last synced: 12 Nov 2024

https://github.com/parap1uie-s/keras-rfcn

RFCN implement based on Keras&Tensorflow

keras rfcn rfcn-resnet tensorflow

Last synced: 08 Nov 2024

https://github.com/hourout/ctr-keras

Tensorflow2.x implementations of CTR（LR、FM、FFM)

ctr ffm fm keras lr

Last synced: 05 Nov 2024

https://github.com/carlomazzaferro/kryptoflow

Real-time analysis of bitcoin markets with Kafka and Tensorflow Serving

bitcoin kafka keras machine-learning tensorflow-serving time-series

Last synced: 30 Oct 2024

https://github.com/aryan-jadon/Regression-Loss-Functions-in-Time-Series-Forecasting-Tensorflow

This repository contains the implementation of paper Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting with different loss functions in Tensorflow. We have compared 14 regression loss functions performance on 4 different datasets.

deep-learning forecasting keras loss-functions machine-learning python tensorflow time-series time-series-forecasting transformers

Last synced: 02 Nov 2024

https://github.com/Hourout/CTR-keras

Tensorflow2.x implementations of CTR（LR、FM、FFM)

ctr ffm fm keras lr

Last synced: 13 Nov 2024

https://github.com/jay-johnson/train-ai-with-django-swagger-jwt

Train AI (Keras + Tensorflow) to defend apps with Django REST Framework + Celery + Swagger + JWT - deploys to Kubernetes and OpenShift Container Platform

ai ai-security anti-nex celery celery-tasks deep-neural-networks django-rest-framework drf jwt keras machine-learning machine-learning-security network-analysis network-security openshift rest-api swagger tensorflow

Last synced: 01 Nov 2024

https://github.com/rodrigobressan/entity_embeddings_categorical

Discover relevant information about categorical data with entity embeddings using Neural Networks (powered by Keras)

categorical-data embeddings entity-embedding keras machine-learning neural-networks pre-processing utility-library

Last synced: 07 Nov 2024

https://github.com/Tony607/keras-image-ocr

How to train a Keras model to recognize variable length text | DLology

deep-learning keras ocr

Last synced: 10 Nov 2024

https://github.com/neptune-ai/examples

📝 Examples of how to use Neptune for different use cases and with various MLOps tools

compare dashboard experiment fastai jupyter keras metadata ml mlops optuna pandas pipelines pytorch sklearn store tensorflow tracker tracking visualization xgboost

Last synced: 14 Nov 2024

https://github.com/cyberzhg/keras-transformer-xl

Transformer-XL with checkpoint loader

keras transformer-xl

Last synced: 29 Sep 2024

https://github.com/yoctol/seq2vec

Transform sequence of words into a fix-length representation vector

keras seq2vec-model

Last synced: 11 Nov 2024

https://github.com/imdeep2905/neural-network-sandbox

This is a source code of Software called Neural Network Sandbox.Neural Network Sandbox makes making and training basic feed forward neural networks easy.

deep-learning gui keras kivy machine-learning matplotlib neural-networks python tensorflow

Last synced: 14 Oct 2024

https://github.com/bpesquet/mlkatas

(Phased out) A series of challenges for practicing your Machine Learning and Deep Learning skills

activity assignment challenge exercise kata keras machine-learning nbgrader numpy python scikit-learn

Last synced: 10 Oct 2024

https://github.com/anujdutt9/ai-chatbot

AI Chatbot using Dynamic Memory Network in Keras.

chatbot keras keras-neural-networks python-3-5

Last synced: 12 Oct 2024

https://github.com/rstudio/cloudml

R interface to Google Cloud Machine Learning Engine

cloudml gpc gpu keras r rstats tensorflow

Last synced: 10 Nov 2024

https://github.com/meituan-dianping/vision-ml

A R-CNN machine learning model for handling Pop-up window in mobile Apps.

keras mobile-testing popup-window r-cnn vision

Last synced: 07 Nov 2024

https://github.com/ansrivas/keras-rest-server

A very simple project to create a rest backend for serving a neural network model based on keras

keras keras-models keras-rest-server rest-server

Last synced: 14 Oct 2024

https://github.com/bendangnuksung/fortnite-pubg

🎮 Converting Fortnite texture to PUBG texture using CycleGAN

cyclegan fortnite gan keras pubg

Last synced: 11 Nov 2024

https://github.com/dandxy89/imagemodels

ImageNet model implemented using the Keras Functional API

image-processing imagenet imagenet-classifier keras mkdocs mkdocs-material

Last synced: 25 Sep 2024

https://github.com/simon-larsson/keras-swa

Simple stochastic weight averaging callback for Keras

deep-learning keras stochastic-weight-averaging swa tensorflow tensorflow-keras

Last synced: 01 Nov 2024

https://github.com/philipperemy/speaker-change-detection

Paper: https://arxiv.org/abs/1702.02285

deep-learning keras speaker-change-detection

Last synced: 09 Nov 2024

https://github.com/mohd-faizy/probabilistic-deep-learning-with-tensorflow

Probabilistic Deep Learning finds its application in autonomous vehicles and medical diagnoses. This is an increasingly important area of deep learning that aims to quantify the noise and uncertainty that is often present in real-world datasets.

bernoulli-distribution binomial-distributions deep-probabilistic-models keras machine-learning multivariate-distributions poisson-distribution probabilistic-deep-learning probabilistic-layers probabilistic-programming tensorflow tensorflow-probability tensorflow2 tfp univariate-distributions

Last synced: 28 Oct 2024

https://github.com/scofield7419/basic_nns_in_frameworks

several basic neural networks[mlp, autoencoder, CNNs, recurrentNN, recursiveNN] implements under several NN frameworks[ tensorflow, pytorch, theano, keras]

autoencoder cnns keras mlp pytorch recurrentnn recursivenn tensorflow theano

Last synced: 11 Nov 2024

https://github.com/deepdiy/deepdiy

Deep learning based tool for image processing. No need for Programing and GPU.

beginner colab deep-learning gui image-classification image-segmentation keras kivy mask-rcnn model-zoo object-detection opencv python tensorflow unet xception

Last synced: 14 Oct 2024

https://github.com/zimmerrol/keras-utility-layer-collection

Collection of custom layers and utility functions for Keras which are missing in the main framework.

attention deep-learning keras layers lstm nlp normalization rnn

Last synced: 09 Nov 2024

https://github.com/etnguyen03/photomanager

Self hosted Google Photos alternative

django google-photos keras python self-hosted tensorflow

Last synced: 06 Nov 2024

https://github.com/ayulockin/losslandscape

Explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective (https://arxiv.org/abs/1912.02757) by Stanislav Fort, Huiyi Hu, and Balaji Lakshminarayanan.

deep-neural-networks keras loss-landscape neural-networks tensorflow

Last synced: 22 Oct 2024

https://github.com/slrbl/human-in-the-loop-machine-learning-tool-tornado

Tornado is an open source Human-in-the-loop machine learning tool. It helps you label your dataset on the fly while training your model through a simple web user interface. It supports all data types: structured, text and image.

active-learning active-learning-module activelearning artificial-intelligence automl data-annotation data-annotation-machine-learning data-annotation-tools dataannotations human-in-the-loop-machine-learning interactive-machine-learning keras machine-learning machine-learning-api machinelearning natural-language-processing python ruby-on-rails sklearn

Last synced: 15 Nov 2024

https://github.com/fanhuaandluomu/captcha_break_keras

keras theano 验证码破解 字母+数字

captcha cnn keras neural-network python

Last synced: 12 Nov 2024

https://github.com/indraforyou/keras_tfrecord

Extending Keras to support tfrecord dataset

keras keras-models keras-tensorflow tensorflow tfrecords

Last synced: 15 Nov 2024

https://github.com/maxmekiska/imbrium

Standard and Hybrid Deep Learning Multivariate-Multi-Step & Univariate-Multi-Step Time Series Forecasting.

deep-learning deep-neural-networks keras tensorflow time-series

Last synced: 14 Nov 2024

https://github.com/cleanpegasus/coffeeshop

A python package that sends your deep learning training and validation metrics to your slack channel after every specified epoch

deep-learning keras monitoring-tool pip python python-package slack

Last synced: 12 Nov 2024

https://github.com/djangopeng/keras-101

Keras 快速入门与实战

ai deep-learning keras python tensorflow

Last synced: 14 Oct 2024

https://github.com/dbklim/voice_chatbot

Chatbot in russian with speech recognition using PocketSphinx and speech synthesis using RHVoice. The AttentionSeq2Seq model is used. Imlemented using Python3+TensorFlow+Keras.

attention-model bot chatbot flask gensim keras lstm natural-language-processing nlp pocketsphinx restful-api rhvoice russian seq2seq speech-recognition speech-synthesis tensorflow text-processing word2vec

Last synced: 11 Nov 2024

https://github.com/dapurv5/keras-neural-tensor-layer

Neural Tensor Network Implementation as a keras layer

deep-learning keras keras-layer machine-learning neural-tensor-network python

Last synced: 11 Nov 2024

https://github.com/cerlymarco/keras-hypetune

A friendly python package for Keras Hyperparameters Tuning based only on NumPy and hyperopt.

deep-learning hyperparameter-optimization keras tensorflow tensorflow-keras tf-keras tuning-parameters

Last synced: 07 Nov 2024

https://github.com/rshrc/gait-recognition

Distance Recognition of a Human Being with Deep CNN's

cnn deep-learning gait image-processing imageio keras neural-network numpy pandas python3 tensorflow

Last synced: 28 Oct 2024

https://github.com/narsil/alphagozero

Unofficial attempt to rebuild AlphaGo Zero

alphago-zero keras tensorflow

Last synced: 26 Oct 2024

https://github.com/mratsim/mckinsey-smartcities-traffic-prediction

Adventure into using multi attention recurrent neural networks for time-series (city traffic) for the 2017-11-18 McKinsey IronMan (24h non-stop) prediction challenge

data-science deep-learning keras machine-learning neural-networks tensorflow time-series

Last synced: 22 Oct 2024

https://github.com/sergree/dolbonet

🤪 Русскоязычный чат-бот для Discord на архитектуре Transformer

bot chatbot deep-learning discord keras python russian tensorflow tensorflow2 transformer

Last synced: 30 Oct 2024

https://github.com/Narsil/alphagozero

Unofficial attempt to rebuild AlphaGo Zero

alphago-zero keras tensorflow

Last synced: 09 Aug 2024

https://github.com/zackakil/deep-tic-tac-toe

Used deep reinforcement learning to train a deep neural network to play tic-tac-toe and deployed using tensorflow.js.

convolutional-neural-networks keras machine-learning neural-network reinforcement-learning tensorflow-js

Last synced: 13 Nov 2024

https://github.com/rishit-dagli/nystromformer

An implementation of the Nyströmformer, using Nystrom method to approximate standard self attention

artificial-intelligence attention-mechanism deep-learning keras machine-learning nystrom nystromformer tensorflow transformer

Last synced: 11 Oct 2024

https://github.com/sayakpaul/mlp-mixer-cifar10

Implements MLP-Mixer (https://arxiv.org/abs/2105.01601) with the CIFAR-10 dataset.

keras mlp non-conv non-self-attention tensorflow vision

Last synced: 22 Oct 2024

https://github.com/lunarwhite/tan-division

Chinese corpus sentiment analysis. 谭松波酒店评论中文文本情感分析

deep-learning keras lstm nlp python rnn tensorflow

Last synced: 06 Nov 2024

https://github.com/musket-ml/segmentation_training_pipeline

Research Pipeline for image masking/segmentation in Keras

image-segmentation keras segmentation

Last synced: 07 Nov 2024

https://github.com/alireza-akhavan/tf2-tutorial

Tensorflow 2 Tutorials (use tensorflow and keras in a better way!)

callbacks datapipeline deep-learning keras tensorflow tensorflow-examples tensorflow-tutorials tf2

Last synced: 12 Nov 2024

https://github.com/karolzak/conv3d-video-action-recognition

My experimentation around action recognition in videos. Contains Keras implementation for C3D network based on original paper "Learning Spatiotemporal Features with 3D Convolutional Networks", Tran et al. and it includes video processing pipelines coded using mPyPl package. Model is being benchmarked on popular UCF101 dataset and achieves results similar to those reported by authors

action-recognition c3d conv3d deep-learning keras keras-implementations machine-learning pipe sports-1m tensorflow ucf101 video-classification video-processing video-recognition

Last synced: 15 Nov 2024

https://github.com/AmazaspShumik/mtlearn

Multi-Task Learning package built with tensorflow 2 (Multi-Gate Mixture of Experts, Cross-Stitch, Ucertainty Weighting)

cross-stitch experts kdd2018 keras mixture-of-experts multi-task-learning multitask-learning papers-reproduced papers-with-code recsys2019 tensorflow2

Last synced: 13 Nov 2024

https://github.com/yashkant/padam-tensorflow

Reproducing the paper "PADAM: Closing The Generalization Gap of Adaptive Gradient Methods In Training Deep Neural Networks" for the ICLR 2019 Reproducibility Challenge

adam-optimizer amsgrad keras optimization padam sgd-momentum tensorflow tensorflow-eager wide-residual-networks

Last synced: 10 Nov 2024

https://github.com/SiliconLabs/mltk

A Python package with command-line utilities and scripts to aid the development of machine learning models for Silicon Lab's embedded platforms

aiot cpp embedded embedded-c embedded-systems internet-of-things iot keras keras-tensorflow machine-learning machinelearning python python3 tensorflow tensorflow-lite tensorflow-lite-micro tensorflow2

Last synced: 27 Oct 2024

https://github.com/yashkant/Padam-Tensorflow

Reproducing the paper "PADAM: Closing The Generalization Gap of Adaptive Gradient Methods In Training Deep Neural Networks" for the ICLR 2019 Reproducibility Challenge

adam-optimizer amsgrad keras optimization padam sgd-momentum tensorflow tensorflow-eager wide-residual-networks

Last synced: 05 Aug 2024

https://github.com/sayakpaul/knowledge-distillation-in-keras

Demonstrates knowledge distillation for image-based models in Keras.

computer-vision keras knowledge-distillation model-optimization tensorflow

Last synced: 22 Oct 2024

https://github.com/sayakpaul/learnable-image-resizing

TF 2 implementation Learning to Resize Images for Computer Vision Tasks (https://arxiv.org/abs/2103.09950v1).

image-recognition keras learnable-resizing tensorflow vision

Last synced: 22 Oct 2024

https://github.com/bshao001/tf-model-deploy-tutorial

A tutorial exploring multiple approaches to deploy a trained TensorFlow (or Keras) model or multiple models for prediction.

freeze-model keras keras-models keras-tensorflow keras-tutorials tensorflow tensorflow-models tensorflow-tutorials

Last synced: 10 Oct 2024

https://github.com/t-kalinowski/deep-learning-with-r-2nd-edition-code

Code from the book "Deep Learning with R, 2nd Edition"

deep-learning keras rstats tensorflow

Last synced: 28 Oct 2024

https://github.com/tcmxx/UnityTensorflowKeras

Unity In Editor Deep Learning Tools. Using KerasSharp, TensorflowSharp, Unity MLAgent. In-Editor training and no python needed.

cmaes deep-learning evolution-strategy keras no-python reinforcement-learning tensorflow unity

Last synced: 14 Nov 2024

https://github.com/bshao001/TF-Model-Deploy-Tutorial

A tutorial exploring multiple approaches to deploy a trained TensorFlow (or Keras) model or multiple models for prediction.

freeze-model keras keras-models keras-tensorflow keras-tutorials tensorflow tensorflow-models tensorflow-tutorials

Last synced: 07 Aug 2024

https://github.com/neurotechx/neurodoro

:tomato: A dynamic brain-responsive pomodoro timer

android keras muse react-native tensorflow tpot

Last synced: 13 Nov 2024

https://github.com/siliconlabs/mltk

A Python package with command-line utilities and scripts to aid the development of machine learning models for Silicon Lab's embedded platforms

aiot cpp embedded embedded-c embedded-systems internet-of-things iot keras keras-tensorflow machine-learning machinelearning python python3 tensorflow tensorflow-lite tensorflow-lite-micro tensorflow2

Last synced: 09 Oct 2024

https://github.com/omaralbeik/mnist-coreml

Simple convolutional neural network to predict handwritten digits using Keras + CoreML for WWDC '18 scholarship [Accepted]

convolutional-neural-networks coreml jupyter-notebook keras playground swift uikit wwdc

Last synced: 14 Oct 2024

https://github.com/kaggler-tv/dku-kaggle-class

단국대 SW중심대학 2020년도 오픈소스SW설계 - 캐글뽀개기 수업 일정 및 강의자료

beginner-friendly datascience kaggle keras

Last synced: 05 Nov 2024

Keras Awesome Lists
CV-pretrained-model 103 awesome-tensorlayer 51 Awesome-Tensorflow2 105 awesome-keras 46 TensorFlow-Guide 819
Keras Categories
Model 💛💛💛💛💛<a name="Model" /> 52 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 40 C/C++ Learning Resources 34 Other 💛💛💛💛💛<a name="Other" /> 32 JavaScript Tools, Libraries, and Frameworks 30 NLP Tools, Libraries, and Frameworks 25 C/C++ Tools and Frameworks 25 Model Deployment library 24 R Tools, Libraries, and Frameworks 21 Python Frameworks and Tools 21 Computer Vision Tools, Libraries, and Frameworks 20 Swift Tools and Frameworks 20 Projects 💛💛💛💛💛<a name="Projects" /> 18 Distributed Computing Learning Resources 18 Python Learning Resources 18 Examples/Notebooks 17 NLP Learning Resources 17 Scala Learning Resources 16 MATLAB Learning Resources 16