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1. StarTrader StarTrader Public

   This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy gradient (DDPG) learning algorithm.

   Python 103 42

2. Real_estate_Investment_with_Airbnb Real_estate_Investment_with_Airbnb Public

   This project sets to design a framework for property market analysis in a city with the objective of identifying property that generates rental income in Airbnb marketplace.

   Jupyter Notebook 1 1

3. RNN_LSTM_trading_model RNN_LSTM_trading_model Public

   This project explores stock trading modelling with the use recurrent neural network (RNN) with long-short term memory (LSTM) architecture. This is for single stock prediction and backtesting, anoth…

   Jupyter Notebook 25 14

4. XGBoost_stock_prediction XGBoost_stock_prediction Public

   XGBoost is known to be fast and achieve good prediction results as compared to the regular gradient boosting libraries. This project attempts to predict stock price direction by using the stock's d…

   Jupyter Notebook 22 11

5. Todo-Serverless Todo-Serverless Public

   This application will allow creating/removing/updating/fetching TODO items. Each TODO item can optionally have an attachment image. Each user only has access to TODO items that he/she has created.

   TypeScript

6. auto-deploy_superpower auto-deploy_superpower Public

   TypeScript 1