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Burn deep learning framework

Hacker Approved

Shares rank 9 of 19 machine learning libraries by recommenders

Rust deep learning framework that runs without Python, with autodiff and a libtorch backend option. Critics say it is still immature and not feature complete.

Rust deep learning framework that runs without Python, with autodiff and a libtorch backend option. Critics say it is still immature and not feature complete.

13 people gave an opinion

recommend it
11
criticize it
2
approval share
85%
Each figure is one person. RecommendsCriticizes

Recommended in 6 of 13 months

  1. November 2025: recommended
  2. December 2025: not recommended
  3. January 2026: recommended
  4. February 2026: recommended
  5. March 2026: not recommended
  6. April 2026: not recommended
  7. May 2026: recommended
  8. June 2026: recommended
  9. July 2026: not recommended
  10. August 2026: not recommended
  11. September 2026: recommended
  12. October 2026: not recommended
  13. November 2026: not recommended (month in progress)

Why it carries the badge

  • 11 people recommend itNeeds 10 or more, met.
  • 5.5 recommenders for every criticNeeds 2 to 1 or better, met.
  • Recommended in 6 of 13 monthsNeeds 4 or more, met.

The same three rules apply to every product, and the badge can’t be bought. How the badge works

What people say about it

The reasons people give, with the number of comments that give each one. Open a reason to read what they said.

Why people recommend it

Each mark is one comment

  • Works with libtorch backend

    “getting Burn running libtch backend was just a lot simpler”

    Comment from 20 Feb 2026 in “Ggml.ai joins Hugging Face to ensure the long-term progress of Local AI”

    “Rust has tch and Burn which both work with libtorch”

    Comment from 7 Nov 2025 in “Leaving Meta and PyTorch”

What people warn about

Each mark is one comment

  • Immature and not feature complete

    “Native projects such as Candle or Burn are not feature complete yet, but I assume they'll eventually get there”

    Comment from 12 May 2026 in “If AI Writes Your Code, Why Use Python?”

    “pure Rust rewrites (Candle, Burn, ...) are still immature and incomplete”

    Comment from 8 Jun 2026 in “Are you expected to run five Python type-checkers now?”

Other machine learning libraries people recommend

The four most recommended other machine learning libraries, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.

Burn deep learning framework compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
PyTorch1314774%12—Approved
MLX752476%12—Approved
JAX49689%12—Approved
OpenCV461674%11—Approved
Burn deep learning frameworkThis page11285%6—Approved
See all 19 machine learning libraries, ranked

What people said

10 of the 13 comments that mention it, newest first. Each links to the original comment.

“Over the summer I read Burn, Celine, and The Orchard. All excellent.”

RecommendsComment from 30 Sep 2026 in “Ask HN: What are you reading?”

“pure Rust rewrites (Candle, Burn, ...) are still immature and incomplete”

CriticizesComment from 8 Jun 2026 in “Are you expected to run five Python type-checkers now?”

“Native projects such as Candle or Burn are not feature complete yet, but I assume they'll eventually get there”

MixedComment from 12 May 2026 in “If AI Writes Your Code, Why Use Python?”

“you could always try attending a regional Burn for a bit of a micro version of it”

RecommendsComment from 1 May 2026 in “CopyFail Was Not Disclosed to Distros”

“some shader performance issues with Burn + CubeCL”

CriticizesComment from 3 Mar 2026 in “Show HN: Demucs music stem separator rewritten in Rust – runs in the browser”

“getting Burn running libtch backend was just a lot simpler”

RecommendsComment from 20 Feb 2026 in “Ggml.ai joins Hugging Face to ensure the long-term progress of Local AI”

“which at least makes a very good case for it”

RecommendsComment from 17 Feb 2026 in “Thinking Hard Burns Almost No Calories–But Destroys Your Next Workout”

“neat to see the burn framework getting used”

RecommendsComment from 10 Feb 2026 in “Rust implementation of Mistral's Voxtral Mini 4B Realtime runs in your browser”

“Backend-agnostic, no Python required, autodiff built in, runs on embedded - that's a stack that actually deploys cleanly.”

RecommendsComment from 16 Jan 2026 in “Show HN: GitHub – Burn – Rust tensor library and deep learning framework”

“Rust has tch and Burn which both work with libtorch”

RecommendsComment from 7 Nov 2025 in “Leaving Meta and PyTorch”

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.