{"id":30195275,"url":"https://github.com/davidteather/worst-stock-predictor","last_synced_at":"2026-05-15T12:08:46.387Z","repository":{"id":98993020,"uuid":"287848877","full_name":"davidteather/worst-stock-predictor","owner":"davidteather","description":"Predicts the worst stocks to invest in","archived":false,"fork":false,"pushed_at":"2020-08-20T16:12:52.000Z","size":34687,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-08-13T04:16:42.545Z","etag":null,"topics":["ai","artificial-intelligence","deep-learning","investment","investment-ai","machine-learning","stock","stock-market","stocks","worst-stock-predictors","youtube-video"],"latest_commit_sha":null,"homepage":"https://www.youtube.com/watch?v=OEbb5G4Awwc","language":"Python","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/davidteather.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,"zenodo":null}},"created_at":"2020-08-16T00:49:22.000Z","updated_at":"2020-11-09T21:14:03.000Z","dependencies_parsed_at":"2023-07-24T19:17:43.927Z","dependency_job_id":null,"html_url":"https://github.com/davidteather/worst-stock-predictor","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/davidteather/worst-stock-predictor","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/davidteather%2Fworst-stock-predictor","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/davidteather%2Fworst-stock-predictor/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/davidteather%2Fworst-stock-predictor/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/davidteather%2Fworst-stock-predictor/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/davidteather","download_url":"https://codeload.github.com/davidteather/worst-stock-predictor/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/davidteather%2Fworst-stock-predictor/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33066191,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-15T11:35:32.926Z","status":"ssl_error","status_checked_at":"2026-05-15T11:35:31.362Z","response_time":103,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 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":["ai","artificial-intelligence","deep-learning","investment","investment-ai","machine-learning","stock","stock-market","stocks","worst-stock-predictors","youtube-video"],"created_at":"2025-08-13T04:08:27.114Z","updated_at":"2026-05-15T12:08:46.382Z","avatar_url":"https://github.com/davidteather.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Worst-Stock-Predictor\n\nThe training of the model is based on [this](https://www.thepythoncode.com/article/stock-price-prediction-in-python-using-tensorflow-2-and-keras) article and their code. However the evaluation script of all stocks on the NYSE and analysis is written by me.\n\n# Demo\n\n[![](thumbnail.png?raw=true)](https://www.youtube.com/watch?v=OEbb5G4Awwc)\n\n## Installing \n\nRun the following command (tested on python 3.7.3)\n```\npip install -r requirements.txt\n```\n\n## Training the model\n\nRemove the current pre-trained model in results (or change the stock you want to train it on) and run the following command.\n```\npython train.py\n```\n\nYou can change the stock it trains on and a few other options within the train.py file itself. \n\n## Evaluating the model\n\nIf you want to only evaluate one stock at a time and show a graph of it run single_eval.py and change the ticker variable near the top of the file.\n\nIf you want to evaluate the model as a whole run eval.py and it will end looping over ~6,500 stocks on the NYSE. After this has finished run analysis.py and it'll give you some information about the data stored in the results.json file.\n\n## Disclaimer\n\nI am not responsible for any losses you may experience while using any models trained by the code I have provided. You should not expect to make any money and expect to lose it all, after all that was the primary focus of this project.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdavidteather%2Fworst-stock-predictor","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdavidteather%2Fworst-stock-predictor","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdavidteather%2Fworst-stock-predictor/lists"}