https://github.com/stephanakkerman/crypto-forecasting-benchmark
This repository contains the codebase used in the research conducted for the paper titled "Benchmarking Cryptocurrency Forecasting Models in the Context of Data Properties and Market Factors." The study involved a rigorous assessment of thirteen different time series forecasting models over twenty-one cryptocurrencies and four distinct time frames.
https://github.com/stephanakkerman/crypto-forecasting-benchmark
crypto cryptocurrencies cryptocurrency hyperoptimization hyperparameter-optimization machine-learning price-analysis price-prediction price-prediction-model time-series time-series-analysis time-series-forecasting volatility
Last synced: about 1 year ago
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This repository contains the codebase used in the research conducted for the paper titled "Benchmarking Cryptocurrency Forecasting Models in the Context of Data Properties and Market Factors." The study involved a rigorous assessment of thirteen different time series forecasting models over twenty-one cryptocurrencies and four distinct time frames.
- Host: GitHub
- URL: https://github.com/stephanakkerman/crypto-forecasting-benchmark
- Owner: StephanAkkerman
- License: mit
- Created: 2023-04-16T10:45:02.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2024-10-24T11:07:10.000Z (over 1 year ago)
- Last Synced: 2025-03-24T15:11:21.751Z (about 1 year ago)
- Topics: crypto, cryptocurrencies, cryptocurrency, hyperoptimization, hyperparameter-optimization, machine-learning, price-analysis, price-prediction, price-prediction-model, time-series, time-series-analysis, time-series-forecasting, volatility
- Language: Python
- Homepage:
- Size: 163 MB
- Stars: 16
- Watchers: 2
- Forks: 5
- Open Issues: 6
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Metadata Files:
- Readme: README.md
- License: LICENSE