Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python
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Updated
Apr 19, 2025 - Jupyter Notebook
Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python
Data-driven risk-conscious thermoelectric materials discovery
Package to calculate the RIE estimator of a correlation matrix
Simple Modern Portfolio Theory in Python
This module contains quantitative portfolio analysis equations, portfolio back-testing, and asset data organization/cleaning data structures.
A mathematical approach to portfolio allocations. Based on the proposal by Fisher Black and Robert Litterman
My working through of The Missing Billionaires, by Haghani & White
Analysing monte-carlo portfolios with modern portfolio theory
Quant research: early-breakout momentum on SP500 — 9.4% CAGR vs SPY's 7.9% on 26-year survivorship-bias-free backtest (1,081 historical constituents). Automated Alpaca paper trading. 305 tests. Not financial advice.
Remake repo sebelumnya, yang ini semoga di acc sebagai skripsi UBHARA
Markowitz mean-variance criterion in R
This program uses Monte Carlo simulation to apply Markowitz Portfolio Theory (MPT)
This action runs back tests and generates `returns.csv` and `backtest_results.json` files.
A command line tool to display efficient frontier of a portfolio of selected stocks
In this simple project we were tasked with manipulating and visualizing portfolio data, create portfolios and compute basics statistics, draw the efficient frontier and find the best portfolio, and testing the Markowitz mean-variance theory in practice to see if we could beat the market.
Este repositorio reúne dos proyectos académicos de Matemáticas Financieras II (CO5516), centrados en la teoría moderna de portafolios y la optimización financiera con datos reales del S&P 500.
Theoretical foundation of derivative pricing, covering financial markets, bonds, options and models like Black-Scholes.
A set of Portfolio Specifications for Factors
Códigos asociados a la Teoría Estocástica de Portafolios
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