Rohan Saphal's Projects
Portfolio Optimization and Quantitative Strategic Asset Allocation in Python
RL-Bakery makes it easy to build production, large scale, batch Deep Reinforcement Learning applications.
Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)
Collection of reinforcement learning algorithms
Relational machine learning library for scalable learning / inference on social networks
Robinhood API based swing trading bot
Code that'll help you kickstart a personal website that showcases your work as a software developer.
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
My Personal Page!!! :-)
Recurrent Reinforcement Learning Algorithm Matlab Implementation
Must-read papers on Recommender System.
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
Algo trade project in python
🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on
Snapshot Ensemble in Keras
💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
Reading list for all things startup-related
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network
This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.
STUMPY is a powerful and scalable Python library for modern time series analysis
A Python scikit for building and analyzing recommender systems
Symbolic Reinforcement Learning using Inductive Logic Programming
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
These are the best resources for System Design on the Internet
Python wrapper for TA-Lib (http://ta-lib.org/).
TensorFlow implementation of TabTransformer
💯 Curated interview preparation materials for busy engineers