SuperCell
Hello, and welcome to indico's repo for public tutorials and the code that accompanies technical articles.
First get an indico API key
Many of these tutorials use indico API's, so you'll need to get a (free) API key. Go to indico.io to register (or to generate a new key if you've already registered and forgotten our old key).
Plotlines
An exploration of the "shapes of stories" using sentiment analysis API and a few hacks. Presented as an experiment using a jupyter/ipython notebook.
Semi-supervised transfer learning with custom models
Comparison of four different machine learning strategies:
- Build a model from scratch using scikit-learn.
- Integrate a pre-built API.
- Build a custom model on top of word-level features.
- Transfer features from a pre-built model into a custom classifier.
Accompanies this article on KD Nuggets
Visualizing with t-SNE
Link to blog post at indico.io
Image Features Classifier
Currently available in a separate repo: link
Image Similarity
Currently available in a separate repo: link