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rotradam's Projects

arbitragelab icon arbitragelab

ArbitrageLab is a python library that enables traders who want to exploit mean-reverting portfolios by providing a complete set of algorithms from the best academic journals.

crypto-features- icon crypto-features-

Consistent from downloading to feature engineering from historical and raw data of cryptocurrency CEXs.

dlmm-sdk icon dlmm-sdk

An SDK for building applications on top of Dynamic CLMM

mlfinlab-1-ps icon mlfinlab-1-ps

MlFinlab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

pairstrading icon pairstrading

Repository containing the code for a pairs trading investment strategy (Master Thesis in Electrical and Computer Engineering - Técnico Lisboa).

pgportfolio icon pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

pyfolio icon pyfolio

Portfolio and risk analytics in Python

quantstats icon quantstats

Portfolio analytics for quants, written in Python

rl-in-portfolio-management icon rl-in-portfolio-management

In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.

tuneta icon tuneta

Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models

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