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Python-Data-Science

Python Advanced 6.Data Science Library

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
Practice - Build Artificial Neural Network model.ipynb		Practice - Build Artificial Neural Network model.ipynb
Practice - Deep Q-Learning.ipynb		Practice - Deep Q-Learning.ipynb
Practice - Loss Function.ipynb		Practice - Loss Function.ipynb
Practice - Regression And Classification Applying.ipynb		Practice - Regression And Classification Applying.ipynb
Practice - Reinforcement Learning Agent(chainerrl).ipynb		Practice - Reinforcement Learning Agent(chainerrl).ipynb
Practice - Supervised Learning Regression Application - Taipei Rent.ipynb		Practice - Supervised Learning Regression Application - Taipei Rent.ipynb
Practice - Supervised Learning Regression Application - Taipei Weather.ipynb		Practice - Supervised Learning Regression Application - Taipei Weather.ipynb
Practice - Supervised Learning Regression Application - FunctionSimulation.ipynb		Practice - Supervised Learning Regression Application - FunctionSimulation.ipynb
Practice 1 - Machine Learning.ipynb		Practice 1 - Machine Learning.ipynb
Practice 1 - Using Trading Object.ipynb		Practice 1 - Using Trading Object.ipynb
Practice 1-1 - Machine Learning Trading Strategy.ipynb		Practice 1-1 - Machine Learning Trading Strategy.ipynb
Practice 2 - Build Deep learning Model.ipynb		Practice 2 - Build Deep learning Model.ipynb
Practice 2 - Using Trading Strategy.ipynb		Practice 2 - Using Trading Strategy.ipynb
Practice 3 - Trading Data Cauculation.ipynb		Practice 3 - Trading Data Cauculation.ipynb
Practice 4 - Customize Trading Strategy.ipynb		Practice 4 - Customize Trading Strategy.ipynb
Practice Plus A - Import Trading Data.ipynb		Practice Plus A - Import Trading Data.ipynb
Practice Plus B - Using API.ipynb		Practice Plus B - Using API.ipynb
Practice_AssignVariable.ipynb		Practice_AssignVariable.ipynb
Practice_BasicCalculation.ipynb		Practice_BasicCalculation.ipynb
Practice_Condiction.ipynb		Practice_Condiction.ipynb
Practice_FrameWork__BackTrader.ipynb		Practice_FrameWork__BackTrader.ipynb
Practice_Function.ipynb		Practice_Function.ipynb
Practice_Loop.ipynb		Practice_Loop.ipynb
Practice_Object.ipynb		Practice_Object.ipynb
Practice_Strategy.ipynb		Practice_Strategy.ipynb
Python Basic 2. Variable assign .ipynb		Python Basic 2. Variable assign .ipynb
Python Advanced 1.Object.ipynb		Python Advanced 1.Object.ipynb
Python Advanced 2.Model And Package.ipynb		Python Advanced 2.Model And Package.ipynb
Python Advanced 3.File IO.ipynb		Python Advanced 3.File IO.ipynb
Python Advanced 4.Inter-Programs Communication.ipynb		Python Advanced 4.Inter-Programs Communication.ipynb
Python Advanced 5.Http Communication.ipynb		Python Advanced 5.Http Communication.ipynb
Python Advanced 6.Data Science Library.ipynb		Python Advanced 6.Data Science Library.ipynb
Python Basic 1. Fundamental Elements.ipynb		Python Basic 1. Fundamental Elements.ipynb
Python Basic 3. Control Condiction.ipynb		Python Basic 3. Control Condiction.ipynb
Python Basic 4. loop and iteration.ipynb		Python Basic 4. loop and iteration.ipynb
Python Basic 5. Function.ipynb		Python Basic 5. Function.ipynb
Python Basic Operation Practice .ipynb		Python Basic Operation Practice .ipynb
Quantitative Trading - Customize White Board - Strategy Performance Filter.ipynb		Quantitative Trading - Customize White Board - Strategy Performance Filter.ipynb
Quantitative Trading - Customize White Board-Copy.ipynb		Quantitative Trading - Customize White Board-Copy.ipynb
Quantitative Trading - Customize White Board.ipynb		Quantitative Trading - Customize White Board.ipynb
Quantitative Trading - Data Approach.ipynb		Quantitative Trading - Data Approach.ipynb
Quantitative Trading - Python Basic.ipynb		Quantitative Trading - Python Basic.ipynb
Quantitative Trading - Strategy KD.ipynb		Quantitative Trading - Strategy KD.ipynb
Quantitative Trading - Strategy MA.ipynb		Quantitative Trading - Strategy MA.ipynb
Quantitative Trading - Strategy RSI.ipynb		Quantitative Trading - Strategy RSI.ipynb
Quantitative Trading - Strategy Supervise Learning.ipynb		Quantitative Trading - Strategy Supervise Learning.ipynb
Quantitive Trade - Reinforcement Learning_A3C_Trading.ipynb		Quantitive Trade - Reinforcement Learning_A3C_Trading.ipynb
Quantitive Trade - Reinforcement Learning_DQN_Chainer.ipynb		Quantitive Trade - Reinforcement Learning_DQN_Chainer.ipynb
README.md		README.md
Supervised_LSTM_BackTrader__Object[GC=F]_FeatureRange[-10~-60]_TrainTimes[30].h5		Supervised_LSTM_BackTrader__Object[GC=F]_FeatureRange[-10~-60]_TrainTimes[30].h5
Taipei_RealEstate_RentData_2020Jan21-31.csv		Taipei_RealEstate_RentData_2020Jan21-31.csv
Taipei_WeatherData_20200101-20200303.csv		Taipei_WeatherData_20200101-20200303.csv

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