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 48 (0 this week)

Watchers 3 (0 this week)

Forks 29

License mit

Ranking

RepositoryStats indexes 534,551 repositories, of these heliphix/btc_data is ranked #441,404 (17th percentile) for total stargazers, and #398,999 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #11,221/14,929.

heliphix/btc_data is also tagged with popular topics, for these it's ranked: deep-learning (#6,719/7827), machine-learning (#6,365/7371), blockchain (#1,711/2068), cryptocurrency (#943/1153), bitcoin (#925/1105), time-series (#522/598)

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

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

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

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

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

updated: 2024-06-05 @ 12:45am, id: 254605766 / R_kgDODyz5xg