{"id":23058438,"url":"https://github.com/patrickfrank1/chess-embedding-experiments","last_synced_at":"2025-04-03T06:17:46.575Z","repository":{"id":186485502,"uuid":"673938452","full_name":"patrickfrank1/chess-embedding-experiments","owner":"patrickfrank1","description":"Experimentation","archived":false,"fork":false,"pushed_at":"2024-04-01T11:45:40.000Z","size":1077,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-08T20:12:51.734Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/patrickfrank1.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}},"created_at":"2023-08-02T19:07:51.000Z","updated_at":"2023-09-23T13:07:02.000Z","dependencies_parsed_at":"2024-03-30T11:26:20.957Z","dependency_job_id":null,"html_url":"https://github.com/patrickfrank1/chess-embedding-experiments","commit_stats":null,"previous_names":["patrickfrank1/chess-embedding-experiments"],"tags_count":11,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/patrickfrank1%2Fchess-embedding-experiments","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/patrickfrank1%2Fchess-embedding-experiments/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/patrickfrank1%2Fchess-embedding-experiments/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/patrickfrank1%2Fchess-embedding-experiments/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/patrickfrank1","download_url":"https://codeload.github.com/patrickfrank1/chess-embedding-experiments/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246944384,"owners_count":20858772,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":"2024-12-16T02:15:37.818Z","updated_at":"2025-04-03T06:17:46.552Z","avatar_url":"https://github.com/patrickfrank1.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Chess Embedding Experiments\n\n## Cheat Sheet\n\n- Generate training positions\n\n    python -m src.run.generate_positions\n\n- Train a neural network\n\n    python -m src.run.train\n\n- Evaluate a trained network by starting the notebook: `src/run/evaluate.ipynb`\n\n## Tools\n\n- Start ML Flow UI, in correct python venv\n\n    mlflow ui\n\n- Export dependencies to requirements.txt\n\n    poetry export \u003e requirements.txt\n\n## Notes\n\n### Milvus\n\n- could only get milvus 2.3.1 to work, so use that for now\n- but had to downgrade python to 3.9, because of compatibility issues\n- and only works with recent tensorflow version, so it's incompatible with aws sage maker\n  - maybe I need to build a different toolchain for different python versions\n\n## TODOs\n\n- [ ] Document findings of up to current model training\n- [ ] Write to db from .npy files\n  - [ ] write tokenized positions with some metadata and id\n  - [ ] write embeddings generated from a model\n- [ ] Write to db from .pgn file\n  - maybe some refactoring is needed\n- make embeddings better for search\n  - document approaches\n  - make a plan","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpatrickfrank1%2Fchess-embedding-experiments","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpatrickfrank1%2Fchess-embedding-experiments","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpatrickfrank1%2Fchess-embedding-experiments/lists"}