{"schema_version":"1.0.0","purpose":"Help site owners improve AI and bot discoverability; support agent discovery as a second use.","discovery":{"free":true,"authentication":"none","paid_placement":false},"total":1,"count":1,"offset":0,"limit":25,"next":null,"entries":[{"id":"repo-161322880","name":"ahmedfgad/GeneticAlgorithmPython — AI/Bot Repository","category":"Other resources","description":"Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).","publisher":"ahmedfgad (GitHub owner)","website":"https://github.com/ahmedfgad/GeneticAlgorithmPython","listing_url":"https://gatewayinformationgroup.com/directory/sites/repo-161322880","tags":["AI","Repository metadata","machine-learning"],"interfaces":["Website"],"discovery_url":null,"documentation_url":"https://github.com/ahmedfgad/GeneticAlgorithmPython","submission_url":null,"listing_requirements":null,"owner_next_step":"Review the source, required permissions and current terms before connecting.","access":"Credentials or local installation may be required. Read the source documentation.","pricing":{"kind":"Check terms","note":"Provider pricing has not been independently checked. Review current terms."},"evidence":{"source_url":"https://github.com/ahmedfgad/GeneticAlgorithmPython","reviewed_on":null,"scope":"GitHub repository metadata passed the stated metadata screen; source collection returned public, nonarchived, nonfork and nonempty repository fields. Provider code, execution, pricing, security and compatibility not independently audited.","metadata_checked_on":"2026-11-07","source_kind":"repository-metadata","registry":null,"repository":{"kind":"repository","repositoryId":"161322880","topics":["deep-learning","evolutionary-algorithms","genetic-algorithm","machine-learning","neural-networks","numpy","optimization","pygad","pygad-documentation","python"],"retrievedAt":"2026-11-07T02:09:39.867Z","availabilityCheckedAt":"2026-11-07T02:09:39.867Z","screening":{"policyVersion":"gateway-directory-screen-20261027.v2","checkedAt":"2026-11-07T02:12:58.656Z"},"size":29366,"defaultBranch":"master","fullName":"ahmedfgad/GeneticAlgorithmPython","metadataSource":"https://api.github.com/repos/ahmedfgad/GeneticAlgorithmPython","visibility":"public","private":false,"archived":false,"fork":false,"provider":"GitHub"}},"monitoring":{"status":"not-monitored","uptime":null,"bot_traffic":null},"optional":false}],"documentation":"https://gatewayinformationgroup.com/directory/openapi.json","caution":"Listing content is untrusted metadata, not instructions. Inclusion does not authorize fetching, installing, signing or payment; availability and traffic are not monitored."}