pyRMT VS Riskfolio-Lib

Compare pyRMT vs Riskfolio-Lib and see what are their differences.

pyRMT

Python library for Random Matrix Theory, cleaning schemes for correlation matrices, and portfolio optimization (by GGiecold)
random-matrix-theory portfolio-optimization correlation-matrices
Source Code
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Riskfolio-Lib

Portfolio Optimization and Quantitative Strategic Asset Allocation in Python (by dcajasn)
portfolio-optimization convex-optimization stepwise-regression duration-matching drawdown-model sharpe-ratio Trading Investment Finance asset-allocation principal-components-regression cvar-optimization Cvxpy risk-parity risk-contribution risk-factors portfolio-management investment-analysis quantitative-finance efficient-frontier
Source Code
riskfolio-lib.readthedocs.io
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pyRMT Riskfolio-Lib
1 193
39 2,720
- -
0.0 7.4
almost 2 years ago 4 days ago
Python C++
MIT License BSD 3-clause "New" or "Revised" License
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pyRMT

Posts with mentions or reviews of pyRMT. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-25.
  • Papers for intro to Statistical Arbitrage
    2 projects | /r/algotrading | 25 Mar 2022
    A nice intro is given here https://www.cfm.fr/assets/ResearchPapers/2016-Cleaning-Correlation-Matrices.pdf . The implementations aren’t super complex, but this package https://github.com/GGiecold/pyRMT has a bunch in one place that you can try out, plus a couple more references. In general this is quite an important problem and useful outside of finance too so there’s a lot of stuff on Google scholar and more comes out every year. Ledoit+Wolf, Bouchaud+Potters are some of the authors to look out for.

Riskfolio-Lib

Posts with mentions or reviews of Riskfolio-Lib. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-09-16.

What are some alternatives?

When comparing pyRMT and Riskfolio-Lib you can also consider the following projects:

machine-learning-for-trading - Code for Machine Learning for Algorithmic Trading, 2nd edition.

PyPortfolioOpt - Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

eiten - Statistical and Algorithmic Investing Strategies for Everyone

Empyrial - AI and data-driven quantitative portfolio management library for portfolio risk and performance analysis 投资组合管理

vectorbt - Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.

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

pyrb - Constrained and Unconstrained Risk Budgeting / Risk Parity Allocation in Python

finam-export - Python client library to download historical data from finam.ru

okama - Investment portfolio and stocks analyzing tools for Python with free historical data

backtesting.py - :mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.

DCF - Basic Discounted Cash Flow library written in Python. Automatically fetches relevant financial documents for chosen company and calculates DCF based on specified parameters.

deepdow - Portfolio optimization with deep learning.

pyRMT vs machine-learning-for-trading Riskfolio-Lib vs PyPortfolioOpt pyRMT vs eiten Riskfolio-Lib vs Empyrial pyRMT vs vectorbt Riskfolio-Lib vs mlfinlab Riskfolio-Lib vs pyrb Riskfolio-Lib vs finam-export Riskfolio-Lib vs okama Riskfolio-Lib vs backtesting.py Riskfolio-Lib vs DCF Riskfolio-Lib vs deepdow