{"repo":"enesmanan/bitcoin-price-prediction-2209A","free":true,"listed":false,"github":"https://github.com/enesmanan/bitcoin-price-prediction-2209A","clone":"git clone https://github.com/enesmanan/bitcoin-price-prediction-2209A.git","description":"TÜBİTAK 2209-A funded academic research project comparing various ML/DL models for Bitcoin price prediction using financial indicators and cross-asset correlations.","language":"Python","stars":16,"topics":["bitcoin","bitcoin-prediction","cryptocurrency","time-series","tubitak2209"],"license":null,"category":"blockchain-web3","readme_excerpt":"Bitcoin Price Prediction About the Project This project was developed as part of the TÜBİTAK 2209 - A Research Project Support Program for Undergraduate Students. It is important to note that this research was conducted for academic purposes only and not for trading or investment advice. This project utilizes various machine learning and deep learning models to predict Bitcoin prices. The project combines Bitcoin price data with other financial data such as USD and gold prices to forecast future Bitcoin prices. The main goal is to explore and evaluate different prediction methodologies in the context of cryptocurrency price forecasting. Objectives - Predict Bitcoin price movements - Compare the performance of different machine learning and deep learning models - Identify the best approaches for improving prediction accuracy in financial time series data Dataset Datasets used in the project: - Bitcoin Historical Data : Historical price data of Bitcoin - Source: Investing.com Bitcoin Historical Data - Date Range: January 29, 2017 to December 29, 2024 - USD/TRY : US Dollar/Turkish Lira exchange rate data - Source: Central Bank of the Republic of Turkey (CBRT) - EVDS - Date Range: January 01, 2017 to December 30, 2024 - XAU/USD : Gold price data - Source: Investing.com Gold Historical Data - Date Range: January 02, 2017 to December 27, 2024 These datasets are merged using proper data alignment and imputation techniques to prevent data leakage while capturing correlations in finan","default_branch":null,"files":null,"tree":[],"storefront":"/r/enesmanan","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/enesmanan/bitcoin-price-prediction-2209A/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}