AI Startup with PyTorch

Overview

This is the code for this video on Youtube by Siraj Raval on building an Finance Startup. You should use this code and the video as a boilerplate for building your own AI startup.

#AISTARTUPCHALLENGE

Due date is May 15 2019 Submit your entry here.

Call for Pull Requests

This code compiles and runs, but its far from complete. I'm accepting pull requests, i encourage you to do so, it will be a service to everyone who watches the video.

• Integrate Firebase with the login in a more intuitive way
• Finish integrating AnyCharts so it pulls from the data directly
• Add more Tensorflow models for serving
• Add more instructions for the dialogflow agent
• Make better investments using Alpaca, a better trading strategy than just using sentiment analysis
• Speaking of Sentiment Analysis, make that work in a more efficient way

Dependencies

• Firebase
• Plaid
• Tensorflow Lite
• DialogFlow
• AnyChart

Instructions

Download Android Studio then import this project. Since I've placed the dependencies in the build.gradle file, it should auto-download them for you, which is awesome. It needs more features, and better integrated dataflow. I could've put more time into it, but I'm on to the next one. The model was too big to upload to GitHub. Place any .pb model into the app/src/main/assets folder and Tensorflow lite will detect it so it can be used for inference.

Credits

So many people. I stand on the shoulders of giants. Respect to all developers.