Rohan Saphal's Projects
A preliminary platform for up to 1 million reinforcement learning agents
ABIDES: Agent-Based Interactive Discrete Event Simulation
A Python toolkit for rule-based/unsupervised anomaly detection in time series
Selection of resources to learn Artificial Intelligence / Machine Learning / Statistical Inference / Deep Learning / Reinforcement Learning
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Algorithmic trading using machine learning.
Source code for Algorithmic Trading with Python (2020) by Chris Conlan
A python wrapper for Alpha Vantage API for financial data.
Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks
Web interface for browsing, search and filtering recent arxiv submissions
An experimental open-source attempt to make GPT-4 fully autonomous.
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
Avalanche: an End-to-End Library for Continual Learning.
List of AI Residency Programs
A curated list of awesome awesomeness
An index of algorithms for learning causality with data
:books: List of awesome university courses for learning Computer Science!
List of software/websites/databases/other stuff for genome engineering
An awesome curated list of resources, software and tools for crypto traders.
A curated list of awesome data labeling tools
:memo: An awesome Data Science repository to learn and apply for real world problems.
List of articles related to deep learning applied to music
List of awesome resources for machine learning-based algorithmic trading
A curated list of amazingly awesome financial libraries, resources and shiny things.
A curated list of awesome imitation learning resources and publications
πΈπΈ Curated list of investment & finance related resources
Awesome machine learning for trading
A curated list of references for MLOps
A precise to-read list for recurrent neural network (RNN).