{"id":50909070,"url":"https://github.com/hyperspy/jeels2026_workshop","last_synced_at":"2026-06-16T08:02:22.757Z","repository":{"id":363403800,"uuid":"1263090279","full_name":"hyperspy/jeels2026_workshop","owner":"hyperspy","description":"JEElS 2026 Workshop — exspy \u0026 HyperSpy","archived":false,"fork":false,"pushed_at":"2026-06-09T07:05:16.000Z","size":23338,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-06-09T08:27:53.018Z","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/hyperspy.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-06-08T15:59:48.000Z","updated_at":"2026-06-09T07:05:20.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/hyperspy/jeels2026_workshop","commit_stats":null,"previous_names":["francisco-dlp/jeels2026_workshop","hyperspy/jeels2026_workshop"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/hyperspy/jeels2026_workshop","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hyperspy%2Fjeels2026_workshop","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hyperspy%2Fjeels2026_workshop/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hyperspy%2Fjeels2026_workshop/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hyperspy%2Fjeels2026_workshop/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hyperspy","download_url":"https://codeload.github.com/hyperspy/jeels2026_workshop/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hyperspy%2Fjeels2026_workshop/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34396430,"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":"2026-06-16T02:00:06.860Z","response_time":126,"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":"2026-06-16T08:02:22.110Z","updated_at":"2026-06-16T08:02:22.750Z","avatar_url":"https://github.com/hyperspy.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# JEElS 2026 Workshop — exspy \u0026 HyperSpy\n\n[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/hyperspy/jeels2026_workshop/HEAD)\n\nMaterials for the exspy workshop at the JEElS 2026 conference.\n\nThis repository contains notebooks for learning EELS analysis with\n[HyperSpy](https://hyperspy.org/) and [exspy](https://github.com/userexternal/exspy).\nTwo formats are available: standard Jupyter notebooks (`.ipynb`) and\n[Marimo](https://marimo.io/) notebooks (`.py`).\n\n## Contents\n\n| Notebook | Description |\n|---|---|\n| `1 - Getting Started/01_Getting_Started.*` | Introduction to HyperSpy signals, loading, axes, indexing, and ROIs |\n| `2 - EELS/EELS_elemental_mapping.*` | Elemental mapping of Cu/Zn nanoparticles from EELS data |\n| `2 - EELS/EELS_finestructure_analysis.*` | EELS fine structure analysis of LaSrMnO₃ thin films |\n| `3 - Deconvolution/03_Deconvolution_introduction.*` | Introduction to the EELS deconvolution dataset |\n| `binder/requirements.txt` | Pinned dependencies for the Binder environment |\n\n## Launch on Binder\n\nClick the badge above to launch this repository in a cloud-based Jupyter\nenvironment with all dependencies pre-installed. No local setup required.\n\n## Running with molab (cloud-hosted marimo)\n\nThe same notebooks are also available as [Marimo](https://marimo.io/) `.py` files.\nYou can run them directly in your browser on [molab](https://molab.marimo.io/),\na free cloud-hosted marimo notebook service — no local installation required.\n\nClick the badges below to open any notebook:\n\n| Notebook | Open in molab |\n|---|---|\n| Getting Started | [![Open in molab](https://marimo.io/molab-shield.svg)](https://molab.marimo.io/github/hyperspy/jeels2026_workshop/blob/main/notebooks/1%20-%20Getting%20Started/01_Getting_Started_unfilled.py) |\n| EELS Elemental Mapping | [![Open in molab](https://marimo.io/molab-shield.svg)](https://molab.marimo.io/github/hyperspy/jeels2026_workshop/blob/main/notebooks/2%20-%20EELS/EELS_elemental_mapping.py) |\n| EELS Fine Structure | [![Open in molab](https://marimo.io/molab-shield.svg)](https://molab.marimo.io/github/hyperspy/jeels2026_workshop/blob/main/notebooks/2%20-%20EELS/EELS_finestructure_analysis.py) |\n| Deconvolution Introduction | [![Open in molab](https://marimo.io/molab-shield.svg)](https://molab.marimo.io/github/hyperspy/jeels2026_workshop/blob/main/notebooks/3%20-%20Deconvolution/03_Deconvolution_introduction.py) |\n\nMarimo notebooks are reactive — cells automatically re-run when their inputs\nchange, and the UI provides a clean, app-like experience.\n\nFor a full list of Marimo features, see the [Marimo documentation](https://docs.marimo.io/).\n\n## Local Setup\n\nIf you prefer to run locally:\n\n```bash\npython -m venv venv\nsource venv/bin/activate\npip install -r binder/requirements.txt\njupyter lab\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhyperspy%2Fjeels2026_workshop","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhyperspy%2Fjeels2026_workshop","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhyperspy%2Fjeels2026_workshop/lists"}