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BrightSec / shainet

SHAInet - a pure Crystal machine learning library

Why this job: says: machine learning library; topics: neural-network, deep-learning, machine-learning

What it does

  • CPU and GPU (CUDA) support
  • Multiple layer types and activation functions
  • Various training algorithms (SGD, Adam, iRprop+, etc.)
  • Streaming data support for large datasets
  • HuggingFace model import via SafeTensors (no Python required)

Get started

./build_cuda_kernels.sh
Maintenance
Active
Last commit today
Stars
198
On GitHub
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
v3.0.2
Released 10 months ago
Built with
Crystal
73% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
100% closed
0 still open
Pull requests
180 merged
0 waiting
Releases
19
1 in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Crystal 73%
  • Cuda 19%
  • C 7%
  • Shell <1%

Topics

  • neural-network
  • machine-learning
  • deep-learning
  • deep-neural-networks
  • crystal
  • convolutional-neural-networks

Project record

  • JobAI libraries and models
  • StatusListed
  • Commits488
  • Forks21
  • Watching22
  • Stars in 28 days0
  • CreatedDec 6, 2017
  • First seen by usNov 7, 2026
  • CheckedNov 12, 2026

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