https://github.com/csinva/csinva.github.io
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
Science Score: 46.0%
This score indicates how likely this project is to be science-related based on various indicators:
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â—‹CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
â—‹DOI references
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✓Academic publication links
Links to: scholar.google -
✓Committers with academic emails
2 of 5 committers (40.0%) from academic institutions -
â—‹Institutional organization owner
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â—‹JOSS paper metadata
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â—‹Scientific vocabulary similarity
Low similarity (7.1%) to scientific vocabulary
Keywords
Repository
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
Basic Info
- Host: GitHub
- Owner: csinva
- License: mit
- Language: HTML
- Default Branch: master
- Homepage: https://csinva.io
- Size: 388 MB
Statistics
- Stars: 598
- Watchers: 21
- Forks: 107
- Open Issues: 1
- Releases: 0
Topics
Metadata Files
readme.md
Hi I'm Chandan, a Senior Researcher at Microsoft Research working on interpretable machine learning. I've been compulsively taking / improving my notes since my PhD at UC Berkeley and share them on this website. Hope they're helpful :)
Slides
Research overviews
Cheat sheets
Notes
Blog posts
Personal info
@csinva
Slides
The pres folder contains source for presentations, including ML slides from teaching machine learning at berkeley
The source is in markdown (built with reveal-md) and is easily editable / exportable
Research and class notes
The research_ovws folder contains overviews and summaries of recent papers in different research areas
The _notes folder contains markdown notes and cheat-sheets for many different courses and areas between computer science, statistics, and neuroscience
Posts
Posts on various aspects of machine learning / statistics / neuroscience advancements (some selected posts below) - paper writing tips(2023) - forecasting paper titles (2022) - imodels (2022, bairblog)
Reference
- For updates, star the repo or follow @csinva
- Feel free to use openly!
- Built with jekyll | github pages | timeline theme | particles.js | jupyterbook
Owner
- Name: Chandan Singh
- Login: csinva
- Kind: user
- Location: Microsoft research
- Company: Senior researcher
- Website: csinva.io
- Twitter: csinva_
- Repositories: 29
- Profile: https://github.com/csinva
Senior researcher @Microsoft interpreting ML models in science and medicine. PhD from UC Berkeley.
GitHub Events
Total
- Watch event: 38
- Push event: 26
- Fork event: 1
Last Year
- Watch event: 38
- Push event: 26
- Fork event: 1
Committers
Last synced: over 1 year ago
Top Committers
| Name | Commits | |
|---|---|---|
| Chandan Singh | c****h@b****u | 392 |
| Chandan | c****q@v****u | 13 |
| Chandan Singh | s****x@a****m | 5 |
| Chandan Singh | c****a@y****m | 4 |
| Singh | s****x@3****m | 2 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: over 1 year ago
All Time
- Total issues: 4
- Total pull requests: 0
- Average time to close issues: 4 days
- Average time to close pull requests: N/A
- Total issue authors: 4
- Total pull request authors: 0
- Average comments per issue: 1.25
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- Tharun-tharun (1)
- viaahmed (1)
- maithal (1)
- Sandy4321 (1)