bitcoin-price-predictor

Project for bitcoin price prediction with market indicators and trend data(Google trend) using Regression Models & LSTM RNN. CSI4117 Data Mining cource @Yonsei Univ, Seoul, Republic of Korea.

Snapshot

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References

1. Data & Linear Regression: https://www.kaggle.com/acornec/bitcoin-predictions
2. Data Exploration: https://github.com/anvithaananth/bitcoin_marketprice_prediction/blob/master/project1_bitcoin_final_submission.ipynb
3. PCA: https://towardsdatascience.com/pca-using-python-scikit-learn-e653f8989e60
4. Regression Models: https://towardsdatascience.com/logistic-regression-using-python-sklearn-numpy-mnist-handwriting-recognition-matplotlib-a6b31e2b166a https://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/PCA/PCA_to_Speed-up_Machine_Learning_Algorithms.ipynb
5. RNN: https://medium.com/@siavash_37715/how-to-predict-bitcoin-and-ethereum-price-with-rnn-lstm-in-keras-a6d8ee8a5109