{"id":15908548,"url":"https://github.com/capjamesg/personal-notebooks","last_synced_at":"2025-04-03T00:42:09.695Z","repository":{"id":164726353,"uuid":"640168307","full_name":"capjamesg/personal-notebooks","owner":"capjamesg","description":"Notebooks for personal experiments with machine learning and computer vision.","archived":false,"fork":false,"pushed_at":"2023-05-21T11:00:13.000Z","size":8021,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-28T19:16:39.719Z","etag":null,"topics":["data-analysis","machine-learning","notebooks"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/capjamesg.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}},"created_at":"2023-05-13T07:52:16.000Z","updated_at":"2023-05-13T10:55:53.000Z","dependencies_parsed_at":null,"dependency_job_id":"e0102842-0054-4ded-b794-ceff586ce1a5","html_url":"https://github.com/capjamesg/personal-notebooks","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/capjamesg%2Fpersonal-notebooks","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/capjamesg%2Fpersonal-notebooks/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/capjamesg%2Fpersonal-notebooks/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/capjamesg%2Fpersonal-notebooks/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/capjamesg","download_url":"https://codeload.github.com/capjamesg/personal-notebooks/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246916739,"owners_count":20854511,"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":["data-analysis","machine-learning","notebooks"],"created_at":"2024-10-06T14:22:19.004Z","updated_at":"2025-04-03T00:42:09.676Z","avatar_url":"https://github.com/capjamesg.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Personal Notebooks 📓\n\nNotebooks for personal experiments with machine learning and computer vision.\n\nNotebooks in this repository may be unpolished; this is a playground for experimentation.\n\n## Index\n\n- [Click Forecasting with Prophet](timeseries-forecasting.ipynb)\n- [Blog Text Classification with Embeddings, Regression, and Random Forests](text-classification.ipynb)\n- [Object Detection with YOLOv8](yolov8.ipynb)\n- [Text Clustering with Embeddings, t-SNE, K-Means, and Plotly](clustering.ipynb)\n- [Category Classification with Embeddings and XGBoost](xgboost.ipynb)\n- [Collaborative Filtering for Bluesky Feeds](collaborative-filtering.ipynb)\n- [Computer Vision Model Drift, Bounding Box Heatmap](drift.ipynb)\n- [Find Image Outliers with Isolation Forests](image_outliers.ipynb)\n- [Parliamentary Bill Analysis with Embeddings](parliamentary-bills.ipynb)\n\n## General Utilities\n\n- [ImageBind notebook turned into a Python script](utils/imagebindir.py)\n- [CLIP image search as a Python script](utils/clipir.py)\n\n## License\n\nThis project is licensed under an [MIT license](LICENSE).\n\n## Contributors\n\n- capjamesg\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcapjamesg%2Fpersonal-notebooks","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcapjamesg%2Fpersonal-notebooks","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcapjamesg%2Fpersonal-notebooks/lists"}