Time Series Prediction

NuPicPython

An open-source implementation of Hierarchical Temporal Memory (HTM) for anomaly detection and prediction of streaming data.

SGX-Full-OrderBook-Tick-Data-Trading-StrategyJupyter Notebook

A machine learning framework for developing high-frequency trading strategies using full orderbook tick data.

PersonaePython

A repository implementing Deep Reinforcement Learning and Supervised Learning methods with a simulated financial market environment for quantitative trading.