heliphix / btc_data

This repository contains the code and datasets for creating the machine learning models in the research paper titled "Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approach"

Date Created 2020-04-10 (4 years ago)

Commits 42 (last one 2 years ago)

Stargazers 52 (0 this week)

Watchers 3 (0 this week)

Forks 29

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RepositoryStats indexes 595,856 repositories, of these heliphix/btc_data is ranked #457,315 (23rd percentile) for total stargazers, and #427,587 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #11,963/17,543.

heliphix/btc_data is also tagged with popular topics, for these it's ranked: deep-learning (#6,943/8512), machine-learning (#6,635/8063), blockchain (#1,755/2236), cryptocurrency (#970/1256), bitcoin (#935/1186), time-series (#547/672), artificial-neural-networks (#82/101)

Other Information

heliphix/btc_data has Github issues enabled, there are 6 open issues and 3 closed issues.

Homepage URL: https://doi.org/10.1007/s00521-020-05129-6

All Topics

svm lstm bitcoin btc-data blockchain prediction time-series pca-analysis deep-learning bitcoin-prices cryptocurrency decision-trees machine-learning feature-selection regression-models technical-indicators classification-models artificial-neural-networks

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3 commits on the default branch (main) since jan '22

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The primary language is Jupyter Notebook but there's also others...

updated: 2024-11-07 @ 08:25pm, id: 254605766 / R_kgDODyz5xg