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Himanshu Dutta's Projects

chrome_t-rex_environment icon chrome_t-rex_environment

The repo contains the files for a replica of Google Chrome's T-Rex game, which can be used for Reinforcement Learning algorithms using OpenAI gym library.

ck icon ck

This cross-platform tool helps to make software projects more portable, modular, reusable and reproducible across continuously changing software, hardware and data. It is being developed by the open MLCommons taskforce to reduce development, benchmarking, optimization and deployment time for ML and AI systems.

cosmos icon cosmos

Algorithms that run our universe | Your personal library of every algorithm and data structure code that you will ever encounter | Ask us anything at our forum |

covid-19 icon covid-19

Repository on Exploratory Data Analysis of COVID-19 pandemic as of 28th March 2020, specially focused on India.

cv icon cv

CV made using plain HTML & CSS

cwc23-analysis icon cwc23-analysis

An EDA on the CWC 2023 for producing the optimal team for each match played by team India. 🇮🇳

dcgan-pytorch icon dcgan-pytorch

Code for the tutorial of DCGAN using PyTorch. The article can be found at https://medium.com/swlh/dcgan-under-100-lines-of-code-fc7fe22c391

featureselect icon featureselect

Feature Select provides an elegant solution to the problem of handpicking the suite of the most suitable features from a tabular dataset, using mathematical optimization.

notebooks icon notebooks

A collection of basic and advance notebooks around various topics.

portfolio-website icon portfolio-website

This repository contains backend and frontend of my portfolio webiste built using Django and React.js.

pso-l icon pso-l

Paticle Swarm Optimization with Leader

pycoder icon pycoder

A CLI tool to generate Python Code and Framework to create tools for other such languages.

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

remixart icon remixart

Code for customized implementation of stacked GAN model, used for text & audio to image synthesis.

sentiment_analysis_on_stock_news icon sentiment_analysis_on_stock_news

Our project is based on the Natural Language Processing technique called Sentiment Analysis. In this project we chose as stock market and news related to it as our subject of analysis. The abstract of this project is that, we collected news related data for a period of time, and parallelly collected data related to stocks of that period. From the news data, we did an analysis of its polarity, of being positive or negative. And based on that polarity we observed change in daily market because of the news, which earlier wasn’t visible just on the basis of stock data that was fed to the algorithm.

stock-based-scripts icon stock-based-scripts

A set of script tools to collect, filter and asses different stocks and make decisions based on them.

tarantino icon tarantino

An ASGI web framework (from scratch) for learning

tarantinopp icon tarantinopp

An HTTP Application Server and Application Framework implemented in C++.

torchlit icon torchlit

A custom library of commonly used Pytorch functionalities across different scopes and problems.

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