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Dylan McKendry's Projects

aialpha icon aialpha

Use unsupervised and supervised learning to predict stocks

arduino_nano_33_ant icon arduino_nano_33_ant

Software that integrates Nano 33 into nRF5 SDK for fitness tracker prototyping. Specially made for ANT+ bike power meters.

azurepipelines icon azurepipelines

A single Repo to contain the source for ALL my Azure DevOps Build/Release Extensions. The packages can be found in the VSTS Marketplace

bitpredict icon bitpredict

Machine learning for high frequency bitcoin price prediction

collectedcode icon collectedcode

Collected Code is a application/service which allows programmers to save, reuse and share code

core icon core

Easy-to-use OpenID Connect server for ASP.NET 5

crypto-rl icon crypto-rl

Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent

deeplob-deep-convolutional-neural-networks-for-limit-order-books icon deeplob-deep-convolutional-neural-networks-for-limit-order-books

This jupyter notebook is used to demonstrate our recent work, "DeepLOB: Deep Convolutional Neural Networks for Limit Order Books", published in IEEE Transactions on Singal Processing. We use FI-2010 dataset and present how model architecture is constructed here. The FI-2010 is publicly avilable and interested readers can check out their paper.

hftbacktest icon hftbacktest

A high-frequency trading and market-making backtesting tool accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books.

informer2020 icon informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

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