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toughstyle's Projects

aed-quant icon aed-quant

Asynchronous event driven quantitative trading framework

alphagen icon alphagen

Generating sets of formulaic alpha (predictive) stock factors via reinforcement learning.

dtqn icon dtqn

Deep Transformer Q-Networks for Partially Observable Reinforcement Learning

fracdiff icon fracdiff

Compute fractional differentiation super-fast. Processes time-series to be stationary while preserving memory. cf. "Advances in Financial Machine Learning" by M. Prado.

gop icon gop

GoPlus - The Go+ language for engineering, STEM education, and data science

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.

lobcast icon lobcast

LOBCAST is a Python-based open-source framework for stock market trend forecasting using Limit Order Book (LOB) data.

memory-rl icon memory-rl

When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment

mojo icon mojo

The Mojo Programming Language

qlib icon qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.

tft-torch icon tft-torch

A Python library that implements ״Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting״

trading-momentum-transformer icon trading-momentum-transformer

This code accompanies the the paper Trading with the Momentum Transformer: An Intelligent and Interpretable Architecture (https://arxiv.org/pdf/2112.08534.pdf).

tutorial icon tutorial

Tutorials for GoPlus (The Go+ Language)

ziglings icon ziglings

Learn the Zig programming language by fixing tiny broken programs.

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