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.

LotteryPredictJupyter Notebook

A practical demo using LSTM neural networks with TensorFlow to predict lottery numbers.

max-weather-forecasterPython

A TensorFlow/Keras LSTM model for hourly weather forecasting, offering univariate, multivariate, and multistep prediction modes.

NeuronPython

A Python library providing various neural unit implementations including LNU, QNU, RBF, MLP, and MLP-ELM with gradient descent and Levenberg-Marquardt training.