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R Interface to Keras

Change Detection Review ⭐ 352

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

Reactionrnn ⭐ 298

Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network.

R Tensorflow Api ⭐ 237

A small Docker container for using R and TensorFlow as an enterprise API

Edge Computing Engine ⭐ 110

Edge : a computing engine base C++/C

Kaggle Code ⭐ 95

A repository for some of the code I used in kaggle data science & machine learning tasks.

R interface to the keras library

Keras Customer Churn ⭐ 78

Customer Churn Shiny Application

Market_risk_gan_tensorflow ⭐ 77

Using Bidirectional Generative Adversarial Networks to estimate Value-at-Risk for Market Risk Management using TensorFlow.

Autokeras ⭐ 71

Package: R Interface to AutoKeras

R interface to Google Cloud Machine Learning Engine

Kospacing ⭐ 61

Automatic Korean word spacing with R

Kerasformula ⭐ 55

A high-level interface to keras for R that takes advantage of formulas

Tensorflow W R ⭐ 47

TensorFlow with R

Keras Workshop ⭐ 47

Data and scripts for keras course

Unsupervised Deep Architechtures in R

Banned License Plates ⭐ 37

Using R and Keras to generate banned license plates

Deep Learning Recipes ⭐ 34

R implementation for selected machine learning methods with deep learning frameworks (Keras, Tensorflow)

Kerastuner ⭐ 29

R interface to Keras Tuner

Mlr3keras ⭐ 28

Deep learning for mlr3

Deep Learning In R Using Keras And Tensorflow ⭐ 24

Implementing Deep learning in R using Keras and Tensorflow packages for R and implementing a Multi layer perceptron Model on MNIST dataset and doing Digit Recognition

Tfdeploy ⭐ 23

tfdeploy: Deploy Tensorflow Models from R

Guildai R ⭐ 19

Track machine learning experiments

Tfaddons ⭐ 18

R interface to TensorFlow 2.x SIG-Addons

Datacamp Courses Megacollection ⭐ 18

70+ DataCamp Course Notes, Projects, Codes, Exercises on Python, R and SQL with full DS & ML Certification,

DeepCC: a novel deep learning-based framework for cancer molecular subtype classification

Ai_in_actuarial_science ⭐ 17

Code accompanying the paper "AI in Actuarial Science"

Datadaymx ⭐ 16

Plática y demostración de como integrar Tensorflow con R

Textlearnr ⭐ 16

A simple collection of well working NLP models (Keras, H2O, StarSpace) tuned and benchmarked on a variety of datasets.

Imageseg ⭐ 15

R package for deep learning image segmentation

Misteli Lab Ccr Nci ⭐ 15

Collection of statistical scripts, image analysis workflows, data used in publications by the Misteli Lab.

Satellite Images Classification With Keras R ⭐ 12

Deep Neural Network with keras-R (TensorFlow GUP backend): Satellite-Image Classification

R interface to Spark TensorFlow Connector

Rnn Lstm Timeseries_forecasting ⭐ 12

Time Series Forecasting using Recurrent Neural Network - LSTM model using Keras Library for deep learning.

Rvision_examples ⭐ 12

code examples of experimenting with the Rvision package

Keras_and_shiny ⭐ 11

A showcase based on the tutorial presented at ML@Enterprise Forum 2018 in Warsaw.

Ssdkeras ⭐ 11

Implementing Single-Shot MultiBox Detector with Rstudio's Keras wrapper

Image Classifiaction Using Cnn And Keras In R ⭐ 10

An Image Recognition Project made in R using Keras and Tensorflow which classifies a set of images amongst 10 classes

Keras_tensorflow_on_iris ⭐ 10

A minimal tutorial on how to build a neural network classifier based on the iris data set using Keras/TensorFlow in R/RStudio

Mdeeplearn ⭐ 10

📚 🍑 Machine Learning and Deep Learning with examples.

R Workshops ⭐ 9

Data Scribers ⭐ 9

{data scribers} is a collection of posts about data science. And unlike other content aggregating sites, this one encourages people to visit the blog's actual site.

Kerasgenerator ⭐ 8

Data generator for Keras Interface in R

Learnmotifs ⭐ 8

Simpnet_keras_r ⭐ 8

R flavored Keras implementation of SimpNetV2 from Hasanpour et al. 2018

Targets Keras ⭐ 7

An example Keras pipeline with the targets R package

Cs499 Spring2020 ⭐ 7

Keras_tensorflow_demo ⭐ 7

Demonstration of using Keras to run a simple deep feed forward artificial neural network using Tensorflow as backbone in R

Sigminer.prediction ⭐ 7

Train and Predict Cancer Subtype with Keras Model based on Mutational Signatures

Aws Ml Experimenter ⭐ 7

Framework for running ML models on Amazon EC2 and analyzing results with Shiny

Explainable Artificial Intelligence (XAI) for Neutral Networks in tensorflow/keras.

Kerasmodelcreator ⭐ 5

ShinyApp: Visually design Keras models for R language

Partially-Interpretable Neural Networks for Extreme Value modelling

Keras_image_r_python ⭐ 5

comparing a keras image classification task done in R and python

R Interface to the TensorFlow collection of Datasets

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