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RecipeGPT-exp reviews and mentions
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Show HN: Ingredients for Change
Great question. Models for generating plausible recipes have existed in some form for about a decade now.
Arguably the first "successful" attempt at this was Chef Watson, which blew my mind when it was first released in 2014 despite it's well-documented tendency to suggest all kinds of spectacularly odd combinations of flavors and ingredients, like garlic ice cream and mayonnaise-spiked Bloody Marys[1].
It's worth noting that preprocessing the textual inputs isn't entirely necessary to produce somewhat reasonable, ML-generated recipes. For example GPT-3 is capable of generating fairly interesting zero-shot recipes, despite having been trained on raw text data without any preliminary feature selection to label (e.g.) a recipe's ingredients.[2] Still not exempt from the occasional wacky, whimsical suggestion[3], but I, for one, wouldn't want my ML-generated recipes any other way.
1. https://www.google.com/amp/s/www.newyorker.com/magazine/2016...
2. https://github.com/LARC-CMU-SMU/RecipeGPT-exp
3. https://thenextweb.com/news/ai-generated-recipes-three-cours...
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The primary programming language of RecipeGPT-exp is Jupyter Notebook.
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