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Rohan Saphal's Projects

riskfolio-lib icon riskfolio-lib

Portfolio Optimization and Quantitative Strategic Asset Allocation in Python

rl-bakery icon rl-bakery

RL-Bakery makes it easy to build production, large scale, batch Deep Reinforcement Learning applications.

rl-portfolio-management icon rl-portfolio-management

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)

rlkit icon rlkit

Collection of reinforcement learning algorithms

rmllib icon rmllib

Relational machine learning library for scalable learning / inference on social networks

rohansapha.github.io icon rohansapha.github.io

Code that'll help you kickstart a personal website that showcases your work as a software developer.

rrl_matlab icon rrl_matlab

Recurrent Reinforcement Learning Algorithm Matlab Implementation

rspapers icon rspapers

Must-read papers on Recommender System.

sacred icon sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

smpybandits icon smpybandits

🔬 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

spacy icon spacy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

stable-baselines icon stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

stumpy icon stumpy

STUMPY is a powerful and scalable Python library for modern time series analysis

surprise icon surprise

A Python scikit for building and analyzing recommender systems

symbolic-rl icon symbolic-rl

Symbolic Reinforcement Learning using Inductive Logic Programming

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

ta-lib icon ta-lib

Python wrapper for TA-Lib (http://ta-lib.org/).

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