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ML Papers Weekly (free signals)

Twitter removed their free API, which sucks, so I will use Reddit, HackerNews and Bluesky.

Ranks last-7-day arXiv ML papers by free social/citation signals:

  • Reddit (OAuth client credentials)
  • Hacker News (Algolia)
  • Bluesky (public AppView)

Setup

  1. Create a Reddit app at https://www.reddit.com/prefs/apps

    • Type: "script" or "installed app"
    • Note the client id and secret
  2. In your GitHub repo → Settings → Secrets and variables → Actions:

    • Add REDDIT_CLIENT_ID
    • Add REDDIT_SECRET
  3. Enable GitHub Pages (or Vercel/Netlify) to serve public/.

  4. Run locally:

python -m venv .venv && source .venv/bin/activate
pip install -r requirements.txt
export REDDIT_CLIENT_ID=xxx
export REDDIT_SECRET=yyy
python scripts/build_weekly.py

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A website to aggregate all ML papers from the past 7 days ranked by mentions in socials

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