~/talk

Discover Machine Learning in Ruby

Talkat RubyConf 2022 · 2022-11-29..12-01· [ruby]
links:none on file
slides:none on file

Page lists concrete outcomes: Andrew Kane’s ecosystem shows 153 million downloads and a popular gem at 23 million downloads; the ML Stack repo supplies IRuby notebooks that run MNIST and COCO examples; torch_rb exposes libtorch with CUDA support so Ruby can run GPU-accelerated tensor code; examples include running pretrained COCO models and MNIST training in a notebook and a production workflow that still uses YOLO V7 trained in PyTorch (Python) while Ruby gains inference and tooling but not full parity yet.

AI-written summary · about

  1. 0:00Start
  2. 0:52Justin Bowen
  3. 3:22RailsConf 2021: Rails with Python for Computer Vision
  4. 5:30Who is Andrew Kane?
  5. 9:40Blazer
  6. 15:52What is a Tensor?
  7. 18:50Torch GPU
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