{"id":34685182,"url":"https://github.com/simonpf/at652","last_synced_at":"2026-05-28T05:31:05.057Z","repository":{"id":260000275,"uuid":"880023387","full_name":"simonpf/at652","owner":"simonpf","description":"Lectures on machine learning for remote sensing given as part of AT652 at Colorado State University","archived":false,"fork":false,"pushed_at":"2024-10-29T01:18:39.000Z","size":2046,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-10-29T02:21:13.836Z","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/simonpf.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":"2024-10-29T01:10:17.000Z","updated_at":"2024-10-29T01:18:43.000Z","dependencies_parsed_at":"2024-10-29T02:31:21.418Z","dependency_job_id":null,"html_url":"https://github.com/simonpf/at652","commit_stats":null,"previous_names":["simonpf/at652"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/simonpf/at652","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simonpf%2Fat652","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simonpf%2Fat652/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simonpf%2Fat652/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simonpf%2Fat652/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/simonpf","download_url":"https://codeload.github.com/simonpf/at652/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simonpf%2Fat652/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33596316,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-05-28T02:00:06.440Z","response_time":99,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2025-12-24T21:45:53.944Z","updated_at":"2026-05-28T05:31:05.053Z","avatar_url":"https://github.com/simonpf.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AT652: Machine learning for remote sensing\n\nThis repository contains the lecture slides and source code for the \"Machine Learning for Remote Sensing\" lectures of AT652.\n\n## Setting up your compute environment\n\n### Obtain the lecture notebooks\n\n``` shellsession\ngit clone https://github.com/simonpf/at652\n```\n\n### Create a new conda environment\n\nIn order to run the interactive lecture slides, you will need to install a limited number of Python packages. In order to avoid conflicts with the existing compute environment it is recommeded to create a new conda environment and install the dependencies in there.\n\n``` shellsession\nconda create --name at652 python=3.11\nconda activate at652\n```\n\n### Install the at652 package.\n\n``` shellsession\ncd at652\npip install .\n```\n\n## Running the lectures on Google Colab\n\n - [Lecture 1](https://colab.research.google.com/github/simonpf/at652/blob/main/notebooks/introduction.ipynb)\n - [Example 1: MLP precipitation retrieval](https://colab.research.google.com/github/simonpf/at652/blob/main/notebooks/precipitation_retrieval_mlp.ipynb)\n - [Lecture 2](https://colab.research.google.com/github/simonpf/at652/blob/main/notebooks/introduction.ipynb)\n - [Example 2: U-net precipitation retrieval](https://colab.research.google.com/github/simonpf/at652/blob/main/notebooks/precipitation_retrieval_unet.ipynb)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsimonpf%2Fat652","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsimonpf%2Fat652","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsimonpf%2Fat652/lists"}