{"id":19262485,"url":"https://github.com/cdeck3r/lostansible","last_synced_at":"2026-06-23T09:31:20.899Z","repository":{"id":114500859,"uuid":"144390567","full_name":"cdeck3r/LoSTanSiBLE","owner":"cdeck3r","description":"Low Speed Trading and Small in Budget; Large Expenses - A data science exercise project for stock market trading.","archived":false,"fork":false,"pushed_at":"2018-08-29T10:17:05.000Z","size":553,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-23T18:47:00.100Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","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/cdeck3r.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-08-11T14:10:44.000Z","updated_at":"2019-07-03T10:05:14.000Z","dependencies_parsed_at":"2023-05-17T09:00:48.581Z","dependency_job_id":null,"html_url":"https://github.com/cdeck3r/LoSTanSiBLE","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/cdeck3r/LoSTanSiBLE","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cdeck3r%2FLoSTanSiBLE","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cdeck3r%2FLoSTanSiBLE/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cdeck3r%2FLoSTanSiBLE/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cdeck3r%2FLoSTanSiBLE/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cdeck3r","download_url":"https://codeload.github.com/cdeck3r/LoSTanSiBLE/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cdeck3r%2FLoSTanSiBLE/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34684671,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-23T02:00:07.161Z","response_time":65,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":[],"created_at":"2024-11-09T19:31:55.466Z","updated_at":"2026-06-23T09:31:20.878Z","avatar_url":"https://github.com/cdeck3r.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# LoSTanSiBLE\n\n*Low Speed Trading and Small in Budget; Large Expenses* - A data science exercise project for stock market trading.\n\nThis is an programming and machine learning, in particular deep learning, exercise. The stage of this exercise is stock market trading.\n\nYou may want to follow the project or want more information:\n\n* [Trello board](https://trello.com/b/5fn9O35r)\n* [Wiki](https://github.com/cdeck3r/LoSTanSiBLE/wiki)\n\n## Motivation and Objective\n\nPrimary target group are traders, in particular individuals, who\n\n* have limited time resources prohibiting them to look after their stocks\n* only want to put a small amount of money at risk, and\n* due to the bullet point above, experience high fees when trading. We will consider the fees as high, if the minimum transaction fee makes up a significant single digit percentage of the amount of invested capital for a stock. See [wiki](https://github.com/cdeck3r/LoSTanSiBLE/wiki/orderfees) for an example.\n\n**Key takeaway**\n\u003e For low volume trading, the order fees reduce significantly the gross profit of the target group.\n\nFor this group of traders, LoSTanSiBLE aims to provide some algorithmic support. The objective is to make them successful at the stock market.\n\n## Getting Started\n\nThese instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.\n\n### Prerequisites\n\nYou need the following softare preinstalled\n\n* Docker\n* Editor of your choice\n\n### Installing\n\nA step by step series of examples that tell you how to get a development env running\n```\ngit clone https://github.com/cdeck3r/LoSTanSiBLE.git\ncd LoSTanSiBLE\n```\n\nBuild the Docker image, target is `lostansible:latest`\n```\n./build.sh\n```\n\nAdapt `docker run ...` command to your needs in file `lostansible.sh`. Executing the script to spin up the container.\n```\n./lostansible.sh bash\n```\n\nEnd with an example of getting some data out of the system or using it for a little demo\n\n## Running the tests\n\n```\nmake test\n```\n\n## Deployment\n\nRun LoSTanSiBLE as it is in the dev environment.  LoSTanSiBLE is intended to run on [floydhub](https://www.floydhub.com/)\n\n## Contributing\n\nIf you like to contribute to the project, just submit a pull requests.\n\n## Versioning\n\nWe use [SemVer](http://semver.org/) for versioning. For the versions available, see the [tags on this repository](https://github.com/cdeck3r/LoSTanSiBLE/tags).\n\n## Authors\n\n* Christian Decker - *Initial work*\n\n## License\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details\n\n## Acknowledgments\n\nThis project would not have been possible without the exceptional work of many others who have provided code .\n\n* Jupyter and Python community\n* Tensorflow and Keras community\n* PurpleBooth for her [README.md template](https://gist.github.com/PurpleBooth/109311bb0361f32d87a2)\n* waleedka's [Dockerfile](https://github.com/waleedka/modern-deep-learning-docker)\n* pjbull's [cookiecutter for data science](http://drivendata.github.io/cookiecutter-data-science/)\n\nIf you feel, your part is not listed here, drop me a mail.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcdeck3r%2Flostansible","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcdeck3r%2Flostansible","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcdeck3r%2Flostansible/lists"}