karanalytics Goto Github PK

abm-in-r

An introductio to Agent-Based Modelling in R

blockwisereducedmodel

This is a method to analyze incomplete data with blockwise missing patterns. We use the UCI bike sharing dataset to evaluate out method.

concrete-crack-classification-model

Convolutional Neural Network with TensorFlow Keras API for crack recognition in concrete surfaces.

coswara-data

covid-19-tweetids

The repository contains an ongoing collection of tweets IDs associated with the novel coronavirus COVID-19 (SARS-CoV-2), which commenced on January 28, 2020.

covid19_tweets_dataset

COVID-19 Tweets Dataset

csrtm

Mine the texts in Corporate Social Responsibility (CSR) reports, and generate specific text-based features specified in prior literature

datasets

Datasets that can be used for multiple deep learning and machine learning tasks. I will keep adding datasets as I come across them.

deep-learning-with-r-notebooks

R notebooks for the code samples of the book "Deep Learning with R"

dentalml

dfencoder

disnet

ExploreEHRusingDiseaseNetwork

dl_notebooks

Experiment with existing notebooks on the web. Modify and test code

easy-deep-learning-with-keras

Keras tutorial for beginners (using TF backend)

eicu-code

Code and website related to the eICU Collaborative Research Database

gdcm

Guided Diverse Concept Miner

generating-synthetic-data-using-gans

Generating Tabular Synthetic Data using State of the Art GAN architecture

hands-on-deep-learning-algorithms-with-python

Hands-On Deep Learning Algorithms with Python, By Packt

icu-outcome-prediction

ICU Analytics using eICU Collaborative Research Database

internationaltrade2017

Dataset for class assignment on graph database

introdsworkshop2018

Introduction to data science workshop at Eller, Sept 18-20 2018

karanalytics.github.io

Personal website - Karthik Srinivasan

kickstarter-scraper

Takes a csv list of kickstarter URLs and scrapes the relevant information

learningx

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

lime

Lime: Explaining the predictions of any machine learning classifier

mba_predictions

Predict items in customer basket

ml_with_gds

Marvel Universe demo

moc

Multi-Objective Counterfactuals

older_template_website

This is a small personal website I have created, to summarize my research interests, teaching and social life

posts

A repository for code accompanying my Medium posts.