{"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-752593132","name":"antonio-f/mixture-of-experts-from-scratch — AI/Bot Repository","category":"Other resources","description":"Mixture of Experts from scratch","publisher":"antonio-f (GitHub owner)","website":"https://github.com/antonio-f/mixture-of-experts-from-scratch","listing_url":"https://gatewayinformationgroup.com/directory/sites/repo-752593132","tags":["AI","Repository metadata","artificial-intelligence","machine-learning"],"interfaces":["Website"],"discovery_url":null,"documentation_url":"https://github.com/antonio-f/mixture-of-experts-from-scratch","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/antonio-f/mixture-of-experts-from-scratch","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":"2026-10-30","source_kind":"repository-metadata","registry":null,"repository":{"kind":"repository","repositoryId":"752593132","topics":["artificial-intelligence","conditional-computation","easy","from-scratch","gating","hands-on","jupyter-notebook","machine-learning","mixture-of-experts","nlp","python","pytorch","routing","simple","small-dataset","tutorial"],"retrievedAt":"2026-10-30T10:30:55.786Z","availabilityCheckedAt":"2026-10-30T10:30:55.786Z","screening":{"policyVersion":"gateway-directory-screen-20261027.v2","checkedAt":"2026-10-30T10:30:55.786Z"},"size":240,"defaultBranch":"main","fullName":"antonio-f/mixture-of-experts-from-scratch","metadataSource":"https://api.github.com/repos/antonio-f/mixture-of-experts-from-scratch","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."}