{"id":29267164,"url":"https://github.com/marcus-24/stock-predictor-ml-inference","last_synced_at":"2026-05-03T22:34:28.802Z","repository":{"id":263184935,"uuid":"889153447","full_name":"marcus-24/Stock-Predictor-ML-Inference","owner":"marcus-24","description":"This repository is used to serve and monitor the stock predictor model.","archived":false,"fork":false,"pushed_at":"2025-05-10T16:26:37.000Z","size":41,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-08-19T02:58:01.462Z","etag":null,"topics":["evidentlyai","flask","mlops","stocks","tensorflow","yfinance"],"latest_commit_sha":null,"homepage":"","language":"Python","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/marcus-24.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-11-15T18:01:22.000Z","updated_at":"2025-05-10T16:26:41.000Z","dependencies_parsed_at":"2025-07-04T17:16:57.478Z","dependency_job_id":"17f9ad9c-0bfa-4aaf-894c-034d94cf3f72","html_url":"https://github.com/marcus-24/Stock-Predictor-ML-Inference","commit_stats":null,"previous_names":["marcus-24/stock-predictor-backend","marcus-24/stock-predictor-ml-inference"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/marcus-24/Stock-Predictor-ML-Inference","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marcus-24%2FStock-Predictor-ML-Inference","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marcus-24%2FStock-Predictor-ML-Inference/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marcus-24%2FStock-Predictor-ML-Inference/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marcus-24%2FStock-Predictor-ML-Inference/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/marcus-24","download_url":"https://codeload.github.com/marcus-24/Stock-Predictor-ML-Inference/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marcus-24%2FStock-Predictor-ML-Inference/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32587821,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-03T22:12:39.696Z","status":"ssl_error","status_checked_at":"2026-05-03T22:09:10.534Z","response_time":103,"last_error":"SSL_read: 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":["evidentlyai","flask","mlops","stocks","tensorflow","yfinance"],"created_at":"2025-07-04T17:16:54.320Z","updated_at":"2026-05-03T22:34:28.783Z","avatar_url":"https://github.com/marcus-24.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Stock-Predictor-ML-Inference\n\nThe objective of this code is to create a model inference server via Flask to send stock predictions from the trained ML model to the frontend and monitor model and data drift using Evidently AI.\n\n## Setup\n\nTo run this code locally you can either install via conda:\n\n`conda env create -f environment.yml`\n\nOr through pip using the two commands below:\n\n`pip install requirements.txt`\n\n`pip install -e .`\n\n## Deployment\n\nThis backend is hosted on Render.com for free.\n\n## Connected Services\n\nThis repository interacts with the following services below:\n\n\u003col\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/marcus-24/Stock-Predictor-ML-Training\"\u003eStock-Predictor-ML-Training\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/marcus-24/Stock-Predictor-Frontend\"\u003eStock-Predictor-Frontend\u003c/a\u003e\u003c/li\u003e\n\u003c/ol\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmarcus-24%2Fstock-predictor-ml-inference","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmarcus-24%2Fstock-predictor-ml-inference","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmarcus-24%2Fstock-predictor-ml-inference/lists"}