fplon

alphalens

Performance analysis of predictive (alpha) stock factors

Building-Data-Science-Applications-with-FastAPI

Building Data Science Applications with FastAPI, Published by Packt

currency_converter

data_science_msc

Coursework from my MSc

Deep-Portfolio-Theory

Autoencoder framework for portfolio selection (paper published by J. B. Heaton, N. G. Polson, J. H. Witte.)

hands-on-nltk-tutorial

The hands-on NLTK tutorial for NLP in Python

ml_model_basics

msc_dissertation_project

securities_master_database

Python and SQL code used to create and maintain a local DB populated with data from EOD Historical Data

trading_strategies

Testing ideas for trading strategies

fplon/trading_strategies

Testing ideas for trading strategies

fplon/hands-on-nltk-tutorial

The hands-on NLTK tutorial for NLP in Python

fplon/alphalens

Performance analysis of predictive (alpha) stock factors

fplon/Building-Data-Science-Applications-with-FastAPI

Building Data Science Applications with FastAPI, Published by Packt

fplon/Deep-Portfolio-Theory

Autoencoder framework for portfolio selection (paper published by J. B. Heaton, N. G. Polson, J. H. Witte.)

fplon/files

fplon/football_prediction

fplon/Full-Stack-FastAPI-React-and-MongoDB

Full Stack FastAPI, React, and MongoDB, published by Packt

fplon/materials

Bonus materials, exercises, and example projects for our Python tutorials

fplon/ML-stock-price-prediction

Apple Stocks Price prediction. Comparing Linear regression (with/without polynomial features), KNN, Random Forest

fplon/ML_and_AI_for_trading

prototype notebooks for trading strategies based on SVM, RNN, Decsion Trees and LSTM