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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/juliuskunze/speechless

Speech-to-text based on wav2letter built for transfer learning

keras python3 speech-recognition tensorflow

Last synced: 27 Oct 2024

https://github.com/xifengguo/capsnet-fashion-mnist

Capsule Network on Fashion MNIST dataset

capsnet capsnet-keras fashion-mnist keras tensorflow

Last synced: 13 Nov 2024

https://github.com/deeplearningturkiye/kelime_kok_ayirici

Derin Öğrenme Tabanlı - seq2seq - Türkçe için kelime kökü bulma web uygulaması - Turkish Stemmer (tr_stemmer)

flask keras nlp python stemmer

Last synced: 09 Nov 2024

https://github.com/tuvovan/vision_transformer_keras

Keras Implementation of Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

computer-vision image-recognition keras tensorflow transformer vision

Last synced: 19 Nov 2024

https://github.com/cedrickchee/data-science-notebooks

Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.

data-science deep-learning fastai kaggle keras machine-learning notebooks numpy pandas python pytorch tensorflow

Last synced: 17 Nov 2024

https://github.com/marstechhan/keras2ncnn

A keras h5df to ncnn model converter

deep-learning keras model-converter ncnn python python3 tensorflow

Last synced: 11 Nov 2024

https://github.com/philipperemy/stock-volatility-google-trends

Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf

google-trends keras keras-neural-networks keras-tensorflow tensorflow tensorflow-examples tensorflow-experiments

Last synced: 13 Oct 2024

https://github.com/sayakpaul/simclr-in-tensorflow-2

(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.

constrastive-learning deep-learning keras self-supervised-learning tensorflow unsupervised-learning

Last synced: 02 Nov 2024

https://github.com/titu1994/keras-sru

Implementation of Simple Recurrent Unit in Keras

keras recurrent-neural-networks sru

Last synced: 28 Oct 2024

https://github.com/MarsTechHAN/keras2ncnn

A keras h5df to ncnn model converter

deep-learning keras model-converter ncnn python python3 tensorflow

Last synced: 28 Oct 2024

https://github.com/ashishpatel26/vision-transformer-keras-tensorflow-pytorch-examples

Tensorflow implementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformer

example keras pytorch tensorflow tensorflow2 vision-transformer

Last synced: 19 Nov 2024

https://github.com/isosnovik/nn4topopt

Code for "Neural Networks for Topology Optimization"

keras neural-networks python tensorflow topology-optimization

Last synced: 10 Nov 2024

https://github.com/1297rohit/rcnn

Step-By-Step Implementation of R-CNN from scratch in python

implementation jupyter-notebook keras python rcnn rcnnimplementation tensorflow

Last synced: 17 Dec 2024

https://github.com/plasmacontrol/keras2c

A simple library to deploy Keras neural networks in pure C for realtime applications

c control-systems convert-keras convert-tensorflow cpp keras keras-to-c machine-learning neural-network real-time tensorflow

Last synced: 23 Dec 2024

https://github.com/sayakpaul/funmatch-distillation

TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.

bit-resnet image-classification keras knowledge-distillation tensorflow tpu transfer-learning vision

Last synced: 02 Nov 2024

https://github.com/graykode/modelsummary

All Model summary in PyTorch similar to `model.summary()` in Keras

keras python pytorch summary

Last synced: 20 Dec 2024

https://github.com/sayakpaul/dreambooth-keras

Implementation of DreamBooth in KerasCV and TensorFlow.

computer-vision dreambooth generative-ai keras keras-cv stable-diffusion tensorflow

Last synced: 01 Nov 2024

https://github.com/datarootsio/tutorial-face-mask-detection

In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building.

classification computer-vision deep-learning face-mask-detection face-mask-detector facemaskdetection keras opencv python-3 tensorflow tutorial vggface2

Last synced: 14 Nov 2024

https://github.com/madrugado/attention-based-aspect-extraction

Code for unsupervised aspect extraction, using Keras and its Backends

aspect-extraction deep-learning keras topic-modeling unsupervised-learning

Last synced: 09 Nov 2024

https://github.com/legacyai/tf-transformers

State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).

bert gpt2 keras language-model natural-language-processing nlp nlp-library tensorflow tensorflow2 text-classification text-generation transformer

Last synced: 07 Nov 2024

https://github.com/comet-ml/issue-tracking

Questions, Help, and Issues for Comet ML

comet-ml keras machine-learning pytorch scikit-learn tenserflow

Last synced: 24 Dec 2024

https://github.com/ayulockin/swav-tf

TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".

augmentation contrastive-learning keras representation-learning self-supervised-learning tensorflow tensorflow2

Last synced: 02 Nov 2024

https://github.com/rickiepark/do-it-dl

<Do it! 딥러닝 입문> 도서의 주피터 노트북

deep-learning keras machie-learning neural-networks python scikit-learn tensorflow

Last synced: 21 Dec 2024

https://github.com/arnaldog12/deep-learning

Study and implementation about deep learning models, architectures, applications and frameworks

deep-learning deep-learning-algorithms keras tensorboard tensorflow tflearn

Last synced: 01 Nov 2024

https://github.com/yusugomori/deeplearning-keras-tf2-torch

詳解ディープラーニング 第2版

deep-learning keras pytorch tensorflow2

Last synced: 07 Nov 2024

https://github.com/rickiepark/handson-ml3

<핸즈온 머신러닝 3판>의 주피터 노트북 저장소

deep-learning handson-ml3 keras machine-learning neural-network scikit-learn tensorflow

Last synced: 21 Dec 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: 22 Nov 2024

https://github.com/xiaomaxiao/PSENET

keras implementation of PSENET

keras ocr

Last synced: 11 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/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: 20 Dec 2024

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/imdeepmind/neuralpy

NeuralPy: A Keras like deep learning library works on top of PyTorch

data-science deep-learning keras library machine-learning neural-network neuralpy neuralpy-torch python pytorch

Last synced: 15 Dec 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/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/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/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: 27 Nov 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/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/tongjilibo/torch4keras

bert4torch底层训练框架,用keras风格写torch代码

keras torch

Last synced: 22 Dec 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/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/hourout/ctr-keras

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

ctr ffm fm keras lr

Last synced: 05 Nov 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/heethesh/computer-vision-and-deep-learning-setup

Tutorial on how to setup your system with a NVIDIA GPU and to install Deep Learning Frameworks like TensorFlow, Darknet for YOLO, Theano, and Keras; OpenCV; and NVIDIA drivers, CUDA, and cuDNN libraries on Ubuntu 16.04, 17.10 and 18.04.

cuda cudnn gpu install keras nvidia opencv python tensorflow ubuntu ubuntu1710

Last synced: 25 Dec 2024

https://github.com/chriscummins/paper-end2end-dl

📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)

academic-publication autotuning compiler-optimizations deep-learning keras machine-learning neural-network paper publication tensorflow

Last synced: 29 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/pierluigiferrari/caffe_weight_converter

Caffe-to-Keras weight converter. Can also export weights as Numpy arrays for further processing.

caffe caffemodel conversion converter keras

Last synced: 18 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/yoctol/seq2vec

Transform sequence of words into a fix-length representation vector

keras seq2vec-model

Last synced: 11 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/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/gvaliente/pocket-tensor

Run Keras models from a C++ application on embedded devices

cpp11 deep-learning embedded keras machine-learning simd

Last synced: 21 Nov 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/dataxujing/faster-r-cnn-keras

:construction::construction::construction: Faster R-CNN实现安防中安全帽佩戴目标检测

cv faster-rcnn keras object-detection python3

Last synced: 17 Dec 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/anujdutt9/ai-chatbot

AI Chatbot using Dynamic Memory Network in Keras.

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

Last synced: 22 Dec 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/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/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/chen0040/keras-text-to-image

Translate text to image in Keras using GAN and Word2Vec as well as recurrent neural networks

dcgan generative-adversarial-network keras text-to-image

Last synced: 16 Dec 2024