Dr. Sasanko S Gantayat's Projects
General Adversarial Network Stuff
Building a sentiment analysis model to categorise words based on their sentiment. That is, whether the words are positive or negative and further analysis.
The backend and ML code for sentiment analysis. Also needs this code to run: https://github.com/nikhilvangumalla/web_sentiment_analysis
Tensorflow
a simple implementation of a Restricted Boltzmann Machine and Deep Belief Network
Online, interactive edition of the "Simply Logical" Prolog textbook
HKN Master Slides
Tool to moniter social distancing using CCTV feeds, videos. Can be used at public places and workplace.
Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.
Apache Spark
Spark RAPIDS plugin - accelerate Apache Spark with GPUs
Qubole Sparklens tool for performance tuning Apache Spark
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
A curated list of speech and natural language processing resources
Config files for my GitHub profile.
William Stallings - Computer Organization and Architecture Designing for Performance (10th Edition) pptx Slides
Stanford convex optimization course
VIP cheatsheets for Stanford's CS 221 Artificial Intelligence
VIP cheatsheets for Stanford's CS 229 Machine Learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
A simple SMT system for English to Hindi
A repository of all of my Python tutorials on various statistical models
Statistical concepts, from statistical inference to Bayes probability and different distribution types
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Structuring Machine Learning Projects
Code for the Paper 'Summaformers @ LaySumm 20, LongSumm 20' at EMNLP 2020, Scholarly Document Processing Workshop