FlavorGraph is a Python web application designed to help users discover and search for recipes based on the ingredients they have on hand. The application provides a user-friendly interface that allows users to input ingredients and fetch matching recipes from a database.

Jan 13, 2021 · We introduce FlavorGraph which is a large-scale food graph by relations extracted from million food recipes and information of 1,561 flavor molecules from food databases.

This repository provides a Pytorch implementation of FlavorGraph2Vec, trained on FlavorGraph, a large-scale food ingredient/chemical compound network of 8K nodes and 147K edges.

Apr 22, 2021 · Dubbed FlavorGraph, the graph embedding model was trained on a million recipes and chemical structure data from more than 1,500 flavor molecules. The researchers used PyTorch, CUDA and an NVIDIA TITAN GPU to train and test their large-scale food graph.

Mar 22, 2023 · In this blog post, we’ll go through the steps of building a GNN-based model for predicting new edges between ingredients in a flavorgraph. We’ll start by exploring the flavorgraph dataset and...

FlavorGraph is a Python web application designed to help users discover and search for recipes based on the ingredients they have on hand. The application provides a user-friendly interface that allows users to input ingredients and fetch matching recipes from a database.

FlavorGraph, a large-scale network graph built from the recipes and chemical relations of food ingredients and chemical compounds, was introduced to improve the performance of food clustering...

Using ingredient-flavor matrix, I am able to map these recipes into flavor space, with counts for each flavor compound. Using ingredient information as features, I am able to classify recipes into regional cuisines with 71% accuracy.

We introduce FlavorGraph which is a large-scale food graph by relations extracted from million food recipes and information of 1,561 flavor molecules from food databases. We analyze the chemical and statistical relations of FlavorGraph and apply our graph embedding method to better represent foods in dense vectors.

Apr 1, 2022 · You always create graphs in Tkinter because people want to add buttons or another widget to generate a graph and add flavor to their Matplotlib graphs; fortunately, we can create graphs with Tkinter in Python.