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Purva Singh's Projects

accessible-maps icon accessible-maps

An attempt to make accessible maps for people with Blind and Visual Impairments (BVI)!

ai-for-trading icon ai-for-trading

πŸ“ˆThis repo contains detailed notes and multiple projects implemented in Python related to AI and Finance. Follow the blog here: https://purvasingh.medium.com

awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

covhindia icon covhindia

🦠 A framework that leverages machine translation and the BERT model for performing multi-lingual sentiment polarity detection of COVID-19 tweets posted in Hindi language on Twitter.

data-collection-for-carzam icon data-collection-for-carzam

An image + data web scraper build to crawl the CarMax website and store relevant information for vehicle identification projects.

deep-learning-with-neural-networks icon deep-learning-with-neural-networks

This repo contains various use-cases of deep-learning implemented in Pytorch. It also contains summarized notes of each chapter from the book, 'Deep Learning' written by Ian Goodfellow.

deep-reinforcement-learning icon deep-reinforcement-learning

Various reinforcement learning algorithms implemented using Python. This repo also contains a DQN approach to solve credit-card anomaly detection use-case.

extra-work icon extra-work

This repo contains my exploration related to docker, kubernetes, celery, redis, rabbitMQ etc.

ghci-2019 icon ghci-2019

:neckbeard: This repository contains slides and notes from my workshop at the Grace Hopper Conference, India (2019).

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-fraud icon gym-fraud

πŸ’³ Creates a new gym environment for credit-card anomaly detection using Deep Q-Networks (DQN) and leverages Open AI's Gym toolkit to allocate appropriate awards to the RL agent.

gym-fraud-detection icon gym-fraud-detection

A new environment based on OpenAI gym that uses reinforcement learning for credit card fraud detection.

hisokabot icon hisokabot

A telegram bot that does a lot of things and group management isn't one of them.

huge-collection-of-cheatsheet icon huge-collection-of-cheatsheet

:goberserk: :goberserk: :goberserk: Share of my Huge Collection of Cheatsheet (Coding, Cheat, Pinouts, Command Lists, Etc.) :goberserk: :goberserk: :goberserk:

jwt-scala icon jwt-scala

JWT support for Scala. Bonus extensions for Play, Play JSON, Json4s, Circe and uPickle

kaggle-notes icon kaggle-notes

My solutions on various data science topics mostly referred from Kaggle (purvasingh)

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