Rehan Ganapathy's starred repositories
trials
Our codebase trials provide an implementation of the Select and Trade paper, which proposes a new paradigm for pair trading using hierarchical reinforcement learning. It includes the code for the proposed method and experimental results on real-world stock data to demonstrate its effectiveness.
rl-trader
This MLOps project productionizes a Deep Reinforcement Learning agent with a scalable, distributed data streaming infrastructure using Kafka and Ray. A thorough walkthrough of the code is described in this article on medium: https://ryanraymartin.medium.com/deep-reinforcement-learning-for-stock-trading-with-kafka-and-rllib-d738b9634675
Federated-Learning-in-PyTorch
Handy PyTorch implementation of Federated Learning (for your painless research)
Startup-CTO-Handbook
The Startup CTO's Handbook, a book covering leadership, management and technical topics for leaders of software engineering teams
machine-learning-diff-private-federated-learning
Simulate a federated setting and run differentially private federated learning.
Reinforcement_learning_for_trading_v1.0
A lean and simple implementation of Reinforcement Learning for trading stocks.
awesome-federated-reinforcement-learning
Publication catalog for research on Federated RL (FRL).
reinforcedFL
Federated Reinforcement Learning project
Byzantine-Federated-RL
code for NeurIPS2021 paper on Federated Reinforcement Learning with Byzantine Resilience
Deep-Portfolio-Management-Reinforcement-Learning
This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.
finance-courses
Notes and examples about Portfolio Construction and Analysis with Python (Jupyter notebooks)
audiocraft
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.
WEBSCRAPING-NSE-WEBISTE-WITH-PYTHON
Web Scraping the NSE Website and presenting them on charts using PowerBI
web-scraping-using-selenium-and-puppeteer
Scraping the data from NSE Secmaster and Yahoo Finance
Image-Captioning
Image-to-Text
google-sheets-csv-updater
Simple script that copies local csvs to google sheets
csvToGoogleSheets
A tool for uploading csv to google sheets.
Molecular-graph-BERT
semi-supervised learning for molecular property prediction
molecularGNN_smiles
The code of a graph neural network (GNN) for molecules, which is based on learning representations of r-radius subgraphs (i.e., fingerprints) in molecules.
aws-textract-json-parser
This library parses the json response from AWS Textract into a more usable format.