Discover @purvasingh96 Open Source projects

Purva Singh (@purvasingh96)

purvasingh96

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Registered almost 8 years ago
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Location 🇮🇳 India
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AI-for-Trading

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

Jupyter Notebook

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.

Jupyter Notebook

gym-fraud

💳 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.

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StockGram-Intelligent-Portfolio-Manager

📈This repo describes a framework that leverages sentiment stability of a financial 10-K report as the trading signal (alpha factor)

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GHCI-2019

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

My-Leetcode-Solutions

Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub).

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.

Jupyter Notebook

Natural-Language-Specialization

My solutions for Natural Language Processing nano degree by Udacity. This repo covers Spam classifier, POS Tagging, Topic Modelling, Machine Translation and Speech-to-text models.

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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.

Jupyter Notebook

deploy-sample-react-app

purvasingh96.github.io

My website: https://purvasingh96.github.io

gym-fraud-detection

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

HackerRank-solutions

hackerrank solutions for different domains and some DSA codes

Data-Collection-for-CarZam

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

Mapbox-react-app

An attempt to make accessible maps!

microservices-at-your-service

👾 Attempt to create several microservices and use service registry to display their health status on a dashboard.