Will Hampson's repositories

Deep_Learning_in_Asset_Pricing

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3350138

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coffeeroastingtimer.github.io

Coffee Roasting Timer - Easily time your roast and track your development time with standard targets.

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Deep-Portfolio-Management

Source code for the blog post on the evolution of the asset allocation methods

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DeepGBM

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

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equity-risk-model

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

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fastbook

Draft of the fastai book

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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.

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Pairs-Trading-as-application-to-the-Ornstein-Uhlenbeck-Process

A model simulation shows how pairs trading could be used for two S&P500 traded stocks. It proofs that the strategy is successful on real data.

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pairs_trading_cryptocurrencies_strategy_catalyst

Pairs trading strategy example based on Catalyst

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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).

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rebalancer_IB

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

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research

Notebooks based on financial machine learning.

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scalecast

The practitioner's forecasting library

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sustainable-green-plants

DIY high pressure aeroponics for the home

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TreasuryFutureTrading

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

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whamp.github.io

Fork of coffeeroastingtimer.github.io

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