Nagdev Amruthnath's repositories
Predictive-Maintenance
A notebook tutorial series for performing predictive maintenance using machine learning
Netflix-renew
A project to build a model to determine if Netflix would renew the tv show or not.
reddit-sentiment-analysis
Reddit sentiment analysis using R
Benfords-law
This repo contains code for benford's law for different applications
BMW-TensorFlow-Training-GUI
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.
covid19-Michigan
The repo contains initial analysis and model for COVID19 prediction model for Michigan.
Modified-Rank-Order-Clustering
Includes a package for rank order clustering and modified rank order clustering proposed by Amruthnath (2016)
predictive-manintenance-deep-learning
Tutorial for Predictive Maintenance using Deep Learning
anchorsOnR
Implementation of the Anchors algorithm: Explain black-box ML models
automl-1
Deep Learning with Metaheuristic
automl-2
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.
awesome-computer-vision
A curated list of awesome computer vision resources
Catalano-Framework
Framework
catboost
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.
cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization.
CNN-Tutorial
A CNN tutorial for visualizing CNN layers in R
condition-monitoring-system-for-gas-turbine
A condition monitoring system for gas turbine, including refenrece value, anomaly detection, and fault diagnosis.
fasterrcnn
Faster RCNN implementation in R and Keras
kido
White hat hacking passwords using ML
RemixAutoML
Learn how to use the library in general or across multiple case-study data science courses!
ROC-Examples
Examples for ROC
Spyder
explore Python with Spyder IDE
threadr
Tools to Thread Pieces Of Data Analysis Together
Tree-Visualization-using-sklearn
Visualizing trees using sklearn package