| Since you wrote "using something other than Python" and not necessarily only Ruby, definitely look into Livebook and Elixir, and the whole ecosystem around it, including: - https://github.com/elixir-nx/axon Nx-powered Neural Networks - https://github.com/elixir-nx/nx Multi-dimensional arrays (tensors) and numerical definitions for Elixir - https://github.com/elixir-nx/scholar Traditional machine learning on top of Nx - https://github.com/elixir-nx/bumblebee Pre-trained Neural Network models in Axon (+ Models integration) - https://github.com/elixir-explorer/explorer Series (one-dimensional) and dataframes (two-dimensional) for fast and elegant data exploration in Elixir - https://fly.io/blog/rethinking-serverless-with-flame/ (for offloading large work to remote containers) - https://www.youtube.com/watch?v=RABXu7zqnT0 InstructorEx And of course Livebook (https://livebook.dev) Old but interesting video https://www.youtube.com/watch?v=g3oyh3g1AtQ (Bumblebee: GPT2, Stable Diffusion, and more in Elixir) A talk on the upcoming Elixir conference (https://2024.elixirconf.com/schedule/#schedules) is actually titled "Livebook in the cloud: GPUs and clustered workflows in seconds". |