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edgaradel's Projects

afp icon afp

How do new cryptocurrency data sources introduced to the model alter views on market sentiment and investor behaviour? New data streams introduced to predictive models can significantly alter analytic outcomes that inform views and decision-making.

bayesvarimpcomorbicancer icon bayesvarimpcomorbicancer

Bayesian variable importance/selection, modeling and summary of conditional and marginal measures of association

data-science-on-gcp icon data-science-on-gcp

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

fe2509 icon fe2509

NUS Master of Financial Engineering Course FE5209

lectures icon lectures

This repository contains slides from some of the classes I have taught in my career. The repository will be updated from time to time. If you are interested in the .tex files and other material (e.g., lab material) for your own course preparation, feel free to reach out directly to me.

leetcode-solutions icon leetcode-solutions

🏋️ Python / Modern C++ Solutions of All 2197 LeetCode Problems (Weekly Update)

lightweight_mmm icon lightweight_mmm

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

ml-from-scratch icon ml-from-scratch

All the ML algorithms, ML models are coded from scratch by pure Python/Numpy with the Math under the hood. It works well on CPU.

neuralsde-marketmodel icon neuralsde-marketmodel

Python modules and jupyter notebook examples for the paper Arbitrage-free Neural-SDE Market Models.

pmdarima icon pmdarima

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

pytorch-examples icon pytorch-examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

pytorch-ppuu icon pytorch-ppuu

Code for Prediction and Planning Under Uncertainty (PPUU)

reindeer icon reindeer

Reindeer is a tool which takes Rust Cargo dependencies and generates Buck build rules.

risk icon risk

Financial Risk Management Code

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