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Will Hampson's Projects

deepgbm icon deepgbm

Implementation for the paper "DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks", which has been accepted by KDD'2019.

equity-risk-model icon equity-risk-model

:chart: A fundamental equity risk model that decomposes the risk of a portfolio by factors and individual securities

mlfinlab icon 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.

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).

rebalancer_ib icon rebalancer_ib

Package to rebalance and harvest tax losses in an ETF portfolio adapt for Interactive Brokers API

research icon research

Notebooks based on financial machine learning.

treasuryfuturetrading icon treasuryfuturetrading

A statistical arbitrage strategy on treasury futures using mean-reversion property and meanwhile insensitive to the yield change

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