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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/gcarq/keras-timeseries-prediction

Time series prediction with Sequential Model and LSTM units

keras lstm machine-learning prediction regression-models

Last synced: 27 Oct 2024

https://github.com/autoviml/deep_autoviml

Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.

autokeras automl data-science deep-learning gcp keras machine-learning mlflow mljar pycaret python tensorflow tensorflow2 tpot

Last synced: 10 Oct 2024

https://github.com/dlab-berkeley/R-Deep-Learning

Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis, visualization

biomedical cloudml deep-learning keras nlp tensorflow

Last synced: 02 Aug 2024

https://github.com/yu4u/dnn-watermark

Implementation of "Embedding Watermarks into Deep Neural Networks," in Proc. of ICMR'17.

deep-learning deep-neural-networks keras watermak

Last synced: 29 Oct 2024

https://github.com/zeta36/connect4-alpha-zero

Connect4 reinforcement learning by AlphaGo Zero methods.

alphago-zero connect4 keras reinforcement-learning tensorflow

Last synced: 01 Nov 2024

https://github.com/alexandervnikitin/tsgm

Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets)

augmentations data-augmentation data-science datasets deep-learning generative-model keras machine-learning python synthetic-data synthetic-time-series tensorflow2 time-series vae

Last synced: 13 Oct 2024

https://github.com/titu1994/wide-residual-networks

Wide Residual Networks in Keras

deep-learning keras residual-networks wide

Last synced: 27 Oct 2024

https://github.com/topazape/lstm_chem

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

cheminformatics chemoinformatics denovo keras lstm machine-learning python3 rnn tensorflow2

Last synced: 07 Nov 2024

https://github.com/qubvel/residual_attention_network

Keras implementation of Residual Attention Network

attention keras resnet

Last synced: 01 Nov 2024

https://github.com/rodrigobressan/face2data

Face2Data: Extract meaningful information from a person face in less than a second. Powered by Keras and Flask.

face-recognition flask keras multi-output-networks utkface

Last synced: 06 Nov 2024

https://github.com/qubvel/tta_wrapper

Test Time image Augmentation (TTA) wrapper for Keras model.

augmentation image-classification image-segmentation keras tensorflow tta tta-wrapper

Last synced: 01 Nov 2024

https://github.com/yingkaisha/keras-vision-transformer

The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNET

keras swinunet tensorflow transformer vision-transformer

Last synced: 07 Nov 2024

https://github.com/deep-diver/keras-sd-serving

showing various ways to serve Keras based stable diffusion

deployment huggingface-endpoint keras keras-cv stable-diffusion

Last synced: 01 Nov 2024

https://github.com/yizt/keras-ctpn

keras复现场景文本检测网络CPTN: 《Detecting Text in Natural Image with Connectionist Text Proposal Network》;欢迎试用,关注,并反馈问题...

ctpn deep-learning keras ocr text-detection

Last synced: 03 Nov 2024

https://github.com/guillaume-chevalier/hyperopt-keras-cnn-cifar-100

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

cnn cnn-keras hyperopt hyperparameter-optimization hyperparameter-search hyperparameter-tuning hyperparameters-optimization keras tensorflow

Last synced: 02 Nov 2024

https://github.com/brannondorsey/keras_weight_animator

Save keras weight matrices as short animated videos during training

deep-learning keras machine-learning neural-network video visualization

Last synced: 07 Aug 2024

https://github.com/jfsantos/keras-tutorial

Tutorial teaching the basics of Keras and some deep learning concepts

deep-learning keras tutorial

Last synced: 02 Nov 2024

https://github.com/ugis22/analysing_twitter

Stream Tweets and store them in a relational DB. Perform sentiment analysis and network interaction.

avenger keras network-graph postgresql-database python sentiment-analysis tweepy tweets

Last synced: 03 Aug 2024

https://github.com/AiAiHealthcare/ProjectAiAi

AiAi.care project is teaching computers to "see" chest X-rays and interpret them how a human Radiologist would. We are using 700,000 Chest X-Rays + Deep Learning to build an FDA 💊 approved, open-source screening tool for Tuberculosis and Lung Cancer. After an MRMC clinical trial, AiAi CAD will be distributed for free to emerging nations, charitable hospitals, and organizations like WHO 🌏 We will also release our pretrained models and weights as Medical Imagenet.

charity convolutional-neural-networks ct-scans cxr-lungs deep-learning dicom fda keras lung-cancer lung-cancer-detection postero-anterior pytorch radiologist radiology scikit-image teleradiology tensorflow tuberculosis x-ray

Last synced: 04 Aug 2024

https://github.com/sayakpaul/convnext-tf

Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.

computer-vision convolutional-neural-networks efficient-models imagenet-1k imagenet-21k keras tensorflow

Last synced: 01 Nov 2024

https://github.com/titu1994/batchrenormalization

Batch Renormalization algorithm implementation in Keras

batch-renormalization deep-learning keras keras-layer

Last synced: 27 Oct 2024

https://github.com/metal3d/keras-video-generators

Keras generators to generate sequences from videos as input

keras keras-generators machine-learning machinelearning python3 tensorflow

Last synced: 31 Oct 2024

https://github.com/Shathe/MNasNet-Keras-Tensorflow

A Tensorflow Keras implementation (Graph and eager execution) of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.

architecture-search deep-learning eager-execution keras mnasnet tensorflow

Last synced: 31 Oct 2024

https://github.com/solidglue/deep_learning_tensorflow2_examples

深度学习TensorFlow2入门指南。Deep Learning TensorFlow2 API and Examples with Python3 and Jupyter Notebook.

jupyter-notebook keras tensorflow-api tensorflow-examples tensorflow2

Last synced: 10 Oct 2024

https://github.com/mzaradzki/factorization-machine-for-prediction

Factorization Machine for regression and classification

keras machine-learning python pytorch theano

Last synced: 10 Aug 2024

https://github.com/xv44586/toolkit4nlp

transformers implement (architecture, task example, serving and more)

bert keras nlp

Last synced: 13 Oct 2024

https://github.com/gentaiscool/lstm-attention

Attention-based bidirectional LSTM for Classification Task (ICASSP)

attention attention-mechanism classification emotion-recognition keras lstm stress-detection tensorflow

Last synced: 08 Nov 2024

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/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: 22 Oct 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/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/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/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/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: 01 Nov 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/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: 05 Nov 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/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: 11 Oct 2024

https://github.com/xiaomaxiao/PSENET

keras implementation of PSENET

keras ocr

Last synced: 02 Aug 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/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/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/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/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/kashif/tf-keras-tutorial

tf.keras + tf.data with Eager Execution

deep-learning keras tensorflow tensorflow-tutorials

Last synced: 10 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: 30 Oct 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/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: 05 Nov 2024

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

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

ctr ffm fm keras lr

Last synced: 02 Aug 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/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: 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: 02 Aug 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