{"id":16464829,"url":"https://github.com/etienne-bobo/predict-bitcoin-price","last_synced_at":"2026-05-08T09:31:26.269Z","repository":{"id":208313758,"uuid":"721323615","full_name":"Etienne-bobo/Predict-bitcoin-price","owner":"Etienne-bobo","description":"predict price of bitcoin using time series","archived":false,"fork":false,"pushed_at":"2023-11-20T21:11:01.000Z","size":567,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-06T07:56:32.230Z","etag":null,"topics":["conv1d","keras","nbeats","tensorflow","timeseries-forecasting"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Etienne-bobo.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2023-11-20T20:27:15.000Z","updated_at":"2023-11-20T21:02:34.000Z","dependencies_parsed_at":"2023-11-20T21:51:56.433Z","dependency_job_id":null,"html_url":"https://github.com/Etienne-bobo/Predict-bitcoin-price","commit_stats":null,"previous_names":["etienne-bobo/predict-bitcoin-price"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Etienne-bobo/Predict-bitcoin-price","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Etienne-bobo%2FPredict-bitcoin-price","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Etienne-bobo%2FPredict-bitcoin-price/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Etienne-bobo%2FPredict-bitcoin-price/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Etienne-bobo%2FPredict-bitcoin-price/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Etienne-bobo","download_url":"https://codeload.github.com/Etienne-bobo/Predict-bitcoin-price/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Etienne-bobo%2FPredict-bitcoin-price/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32774697,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-08T08:22:46.396Z","status":"ssl_error","status_checked_at":"2026-05-08T08:22:45.650Z","response_time":54,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["conv1d","keras","nbeats","tensorflow","timeseries-forecasting"],"created_at":"2024-10-11T11:30:00.261Z","updated_at":"2026-05-08T09:31:26.243Z","avatar_url":"https://github.com/Etienne-bobo.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Predict-bitcoin-price\n\nData from = https://www.investing.com/crypto/bitcoin/historical-data\n\nBitcoin prices from 2010-07-18 - 10/24/2023\n\nData: Daily Historical price of Bitcoin over the past years\n\nResults of modeling experiments\n\n- Model 1 = Univariate Deep learing Dense model with horizon=1 and window_size=7\n\n- Model 2 = Univariate Deep learing CONV1D model with horizon=1 and window_size=7\n\n- Model 3 = Multivariate Deep learing Dense model with horizon=1 and window_size=7\n    \n- Model 4 = Univariate Deep learing Dense model(NBeats algo) with horizon=1 and window_size=7\n    \n    Replicating the [N-BEATS: NEURAL BASIS EXPANSION ANALYSIS FOR INTERPRETABLE TIME SERIES FORECASTING](https://arxiv.org/pdf/1905.10437.pdf) paper\n\n- Model 5 = Univariate Deep learing Dense emsemble model with horizon=1 and window_size=7\n\n    Fit on 3 differents metrics with different random initialization\n\n        \n![Alt text](image.png)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fetienne-bobo%2Fpredict-bitcoin-price","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fetienne-bobo%2Fpredict-bitcoin-price","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fetienne-bobo%2Fpredict-bitcoin-price/lists"}