GitHub - prakritea/cryptocurrency-prediction

🛠️ How It Works Collect historical Bitcoin price data from Poloniex.

Preprocess data into suitable sequences.

Train deep learning models on these sequences to learn temporal dependencies.

Evaluate model performance on unseen data using MSE.

Plot results using Jupyter notebooks.

Name		Name	Last commit message	Last commit date
Latest commit History 20 Commits
Baseline.ipynb		Baseline.ipynb
BoxPlot.ipynb		BoxPlot.ipynb
CNN.py		CNN.py
DataProcessor.ipynb		DataProcessor.ipynb
DataProcessor.py		DataProcessor.py
GRU.py		GRU.py
GRU_WF.py		GRU_WF.py
LSTM.py		LSTM.py
LinearRegression.ipynb		LinearRegression.ipynb
PlotRegularization.ipynb		PlotRegularization.ipynb
PlotRegularization.py		PlotRegularization.py
Plot_CNN.ipynb		Plot_CNN.ipynb
README.md		README.md
data_collection.ipynb		data_collection.ipynb
pastSampler.ipynb		pastSampler.ipynb

Provide feedback