Nagdev Amruthnath's Projects
Implementation of the Anchors algorithm: Explain black-box ML models
Automated exploratory data analysis
Automated machine learning in R
Deep Learning with Metaheuristic
A R package to train hundreds of machine learning models in a few lines. The ultimate goal is to automatically train machine learning models without human expert.
A curated list of awesome computer vision resources
Amazon Simple Storage Service (S3) API Client
Using R and Keras to generate banned license plates
Tools that make it easier to use Benfordβs law for data validation and forensic analytics.
This repo contains code for benford's law for different applications
This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! Training with TensorFlow has never been so easy.
Framework
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
An R package to test the integrity of the clusters
Learning Convolutional Neural Networks with Interactive Visualization.
A CNN tutorial for visualizing CNN layers in R
A condition monitoring system for gas turbine, including refenrece value, anomaly detection, and fault diagnosis.
The repo contains initial analysis and model for COVID19 prediction model for Michigan.
R notebooks for the code samples of the book "Deep Learning with R"
Docker image for Machine Learning. JupyterLab+R kernel + packages(H2O & Caret)
Ensemble ML is an R package for Ensemble training and deployment of ml models
Faster RCNN implementation in R and Keras
CNN based food recognition using Keras in Python and Shiny package in R.