8000 GitHub - jakkrawan/btc-price-prediction: This repository is source code of Youtube [https://youtu.be/biaRYkLqCec] - Titor Ps360
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About BTC Price Prediction

BTCPricePrediction - a project for training an AI (Classification, LSTM) to predict the BTC price, and find when we but or sell.

Youtube

For more information can be seen in my video on YouTube.

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Requirements

  • Anaconda with Python 3
  • Git

Install

git clone https://github.com/TitorPs360/btc-price-prediction
cd btc-price-prediction
conda create --name <env> --file requirements.txt

Usage

  1. Open CMD or Terminal

    alt text

  2. Activate anaconda environment

    conda activate <env>
    
  3. Run training script

    • For Training Classification
    python train_classification.py
    
    • For Training LSTM
    python train_lstm.py
    
  4. Run test script script

    • For Testing LSTM
    python test_classification.py
    
    • For Testing LSTM
    python test_lstm.py
    
  5. Enjoy your result

Classification Result

  • Evaluate Score for Classification

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LSTM Result

  • Real History [simulated] vs Predicted History

    alt text

  • Real Future [simulated] vs Predicted Future

    alt text

  • Buy and Sell Result

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About

This repository is source code of Youtube [https://youtu.be/biaRYkLqCec] - Titor Ps360

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