{"id":16158613,"url":"https://github.com/emptymalei/deep-learning","last_synced_at":"2025-03-16T10:30:52.450Z","repository":{"id":46876107,"uuid":"398404098","full_name":"emptymalei/deep-learning","owner":"emptymalei","description":"time series forecasting with deep learning","archived":false,"fork":false,"pushed_at":"2024-10-07T20:12:18.000Z","size":24241,"stargazers_count":25,"open_issues_count":3,"forks_count":1,"subscribers_count":6,"default_branch":"main","last_synced_at":"2024-10-11T01:54:35.485Z","etag":null,"topics":["contrastive-model","deep-learning","forecasting","gan","generative-model","machine-learning","python","self-supervised-learning"],"latest_commit_sha":null,"homepage":"https://emptymalei.github.io/deep-learning","language":"TeX","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/emptymalei.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}},"created_at":"2021-08-20T21:28:10.000Z","updated_at":"2024-09-26T07:58:30.000Z","dependencies_parsed_at":"2024-07-24T23:19:35.292Z","dependency_job_id":"9df74d38-98c4-4bcb-ba26-9b83151673b2","html_url":"https://github.com/emptymalei/deep-learning","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/emptymalei%2Fdeep-learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emptymalei%2Fdeep-learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emptymalei%2Fdeep-learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emptymalei%2Fdeep-learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/emptymalei","download_url":"https://codeload.github.com/emptymalei/deep-learning/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":221662577,"owners_count":16859723,"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":["contrastive-model","deep-learning","forecasting","gan","generative-model","machine-learning","python","self-supervised-learning"],"created_at":"2024-10-10T01:54:36.932Z","updated_at":"2024-10-27T10:25:08.472Z","avatar_url":"https://github.com/emptymalei.png","language":"TeX","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deep Learning\n\nWhen I switched to data science, I built [my digital garden, datumorphism](https://datumorphism.leima.is/). I deliberately designed this digital garden as my second brain. As a result, most of the articles are fragments of knowledge and require context to understand them.\n\nMaking bricks is easy but assembling them into a house is not. So I have decided to use this repository to practice my house-building techniques.\n\nI do not have a finished blueprint yet. But I have a framework in my mind: I want to consolidate some of my thoughts and learnings in a good way. However, I do not want to compile a reference book, as [datumorphism](https://datumorphism.leima.is/) already serves this purpose. I should create stories.\n\n\n## How to Contribute\n\nThis repository contains mostly markdown files. To make sure we have the same conventions, we have added markdownlint tools to pre-commit. So please install [pre-commit](https://pre-commit.com/) then run the following command the first time you cloned the repository.\n\n```bash\npre-commit install\n```\n\n### Preview Requires Python\n\nInstall the requirements using\n\n```\npoetry install\n```\n\nPreview the docs:\n\n```python\npoetry run mkdocs serve -s\n```\n\n### Developing Notebooks\n\nWe use jupytext to sync the `.py` files to `.ipynb` files. `.ipynb` files are ignore in git.\nPlease pair the `.py` file with the `.ipynb` using jupytext in jupyterlab first.\n\n### Optional Requirements\n\n\u003e The pdf generation is done by the [mkdocs-with-pdf](https://github.com/orzih/mkdocs-with-pdf) plugin.\n\nTo generate PDF locally, please install [cairo, Pango and GDK-PixBuf ](https://doc.courtbouillon.org/weasyprint/latest/first_steps.html#macos).\n\n\n#### Install pango on Mac\n\nWhen installing pango on Mac using homebrew, the path for `DYLD_LIBRARY_PATH` are not automatically updated. So we need to add the correct path for pango, harfbuzz, and fontconfig. For example,\n\n```\nexport DYLD_LIBRARY_PATH=$DYLD_LIBRARY_PATH:/Users/itsme/homebrew/Cellar/pango/1.48.8/lib:/Users/itsme/homebrew/Cellar/harfbuzz/2.8.2/lib:/Users/itsme/homebrew/Cellar/fontconfig/2.13.1/lib\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Femptymalei%2Fdeep-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Femptymalei%2Fdeep-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Femptymalei%2Fdeep-learning/lists"}