Subgraphs

Subgraphs is a visual IDE for developing computational graphs, particularly designed for deep neural networks. Subgraphs is built with tensorflow.js, node, and react, and serves on Google Cloud. An instance of subgraphs is available at https://www.subgraphs.com/.

See the instructions below for local installation.

Examples

Building a simple graph

Training a convolutional neural network

Installation

Configuring the backend

Follow the instructions here to create a google cloud project.

Run

gcloud auth application-default login

Create backend/src/config.json and set the specified values:

{
    "GCLOUD_PROJECT": "PROJECT_ID",
    "OAUTH2_CLIENT_ID": "GOOGLE_CLIENT_ID",
    "OAUTH2_CLIENT_SECRET": "GOOGLE_SECRET",
    "OAUTH2_CALLBACK": "/api/user/auth/google/callback",
    "SECRET": "SECRET"
}

Install dependencies

npm install

Run

npm start