{"id":19071774,"url":"https://github.com/hayatoy/ml-forex-prediction","last_synced_at":"2025-04-06T09:07:37.574Z","repository":{"id":39838644,"uuid":"81822770","full_name":"hayatoy/ml-forex-prediction","owner":"hayatoy","description":"Predicting Forex Future Price with Machine Learning","archived":false,"fork":false,"pushed_at":"2023-10-17T19:37:47.000Z","size":157,"stargazers_count":284,"open_issues_count":8,"forks_count":115,"subscribers_count":21,"default_branch":"master","last_synced_at":"2025-03-30T07:11:12.049Z","etag":null,"topics":["forex-prediction","machine-learning","ml","python","scikit-learn"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hayatoy.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2017-02-13T12:27:11.000Z","updated_at":"2025-03-27T03:48:49.000Z","dependencies_parsed_at":"2022-08-09T15:34:55.779Z","dependency_job_id":"fe949c04-1a70-47e2-a3d2-5b7363995406","html_url":"https://github.com/hayatoy/ml-forex-prediction","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hayatoy%2Fml-forex-prediction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hayatoy%2Fml-forex-prediction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hayatoy%2Fml-forex-prediction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hayatoy%2Fml-forex-prediction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hayatoy","download_url":"https://codeload.github.com/hayatoy/ml-forex-prediction/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247457800,"owners_count":20941906,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["forex-prediction","machine-learning","ml","python","scikit-learn"],"created_at":"2024-11-09T01:30:52.798Z","updated_at":"2025-04-06T09:07:37.557Z","avatar_url":"https://github.com/hayatoy.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Predicting Financial Time Series Data with Machine Learning\nThis is an example that predicts future prices from past price movements. Here we implement it with EUR/USD rate as an example, and you can also predict stock prices by changing symbol.\n\n## Backtest example for EUR/USD\nUsing daily close prices from 2008 to 2016, first 95% for training and last 5% for testing. Green and red vertical lines represent winning trade and losing trade respectively.\n![Equity](equity.png)\n\n## Installation\nTo run this demo, you need following environment and libraries.\n- Python 2.7 (not tested on 3.x)\n- Jupyter Notebook\n- Scikit-learn\n- numpy\n- pandas\n- matplotlib\n- seaborn\n\n**Note:**  You may need extra libraries to install above.\n\n## License\nMIT License, Copyright (c) 2017\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhayatoy%2Fml-forex-prediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhayatoy%2Fml-forex-prediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhayatoy%2Fml-forex-prediction/lists"}