mlpack_gmm_generate(1)

📦
version 4.8.0 · 5 versions
, in ubuntu stonking

💖 mlpack_gmm_generate(1) 💖

okay bestie, gather round, because today we're talking about mlpack_gmm_generate — the lil manual page from the mlpack crew that lets you ✨manifest✨ samples out of a GMM you already trained. no cap, it's giving generator energy.

🌸 NAME 🌸

mlpack_gmm_generate — gmm sample generator 🎀

✨ SYNOPSIS ✨

mlpack_gmm_generate -m unknown -n int [-s int] [-V bool] [-o unknown] [-h -v]

🦋 DESCRIPTION 🦋

so here's the vibe: this program is literally able to generate samples from a pre-trained GMM. and when I say pre-trained, I mean you gotta train that GMM first — use gmm_train for that, bestie, don't skip leg day 💅.

The pre-trained GMM must be specified with the '--input_model_file (-m)' parameter. like, required required. no model, no samples, periodt.

The number of samples you wanna generate is specified by the '--samples (-n)' parameter. and if you want to keep those lil cuties, you can save the output samples with the '--output_file (-o)' output parameter. obsessed. 🫶

The following command can be used to generate 100 samples from the pre-trained GMM 'gmm.bin' and store those generated samples in 'samples.csv':

$ mlpack_gmm_generate --input_model_file gmm.bin --samples 100 --output_file samples.csv

look at her go 😭 iconic behavior fr fr.

🔥 REQUIRED INPUT OPTIONS 🔥

these are non-negotiable, bestie. main character options only.

  • --input_model_file (-m) [unknown] — Input GMM model to generate samples from. this is THE one, the source of truth, the blueprint 🧚
  • --samples (-n) [int] — Number of samples to generate. how many lil babies are we making 🌈

💅 OPTIONAL INPUT OPTIONS 💅

the extra sprinkles. cute, optional, still slay.

  • --help (-h) [bool] — Default help info.
  • --info [string] — Print help on a specific option. Default value ''.
  • --seed (-s) [int] — Random seed. If 0, 'std::time(NULL)' is used. Default value 0. so if you leave it at zero it's gonna grab the actual clock, no cap ⏰
  • --verbose (-v) [bool] — Display informational messages and the full list of parameters and timers at the end of execution. she's chatty and I love that for her 💬
  • --version (-V) [bool] — Display the version of mlpack.

🎀 OPTIONAL OUTPUT OPTIONS 🎀

  • --output_file (-o) [unknown] — Matrix to save output samples in. your lil sample bundle, wrapped up pretty 🍓

🌈 ADDITIONAL INFORMATION 🌈

For further information, including relevant papers, citations, and theory, consult the documentation found at http://www.mlpack.org or included with your distribution of mlpack. iykyk — go read the docs, they're lowkey delicious 📚✨

and that's the whole page, bestie!! this lil drop of wisdom is brought to you by mlpack-4.8.0, dated 22 June 2026 💖 stay generating, stay slaying, and remember: train your GMM first or the vibes will simply not vibe. mwah 🫶💅✨

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