Fast Forward Labs
AI Experiments
A collection of machine learning prototypes, demos, and code by Cloudera Fast Forward Labs.
Prototype
Active Learner
An interactive visualization of active learning data labeling strategies for supervised machine learning.
activelearner.fastforwardlabs.com
Library
Handtrack.js
Handtrack.js is a library for prototyping realtime hand detection (bounding box), directly in the browser.
victordibia.github.io/handtrack.js
Demo
UMAP Explorer
An interactive UMAP visualization of the MNIST data set.
grantcuster.github.io/umap-explorer
Demo
Active Learning with Logistic Regression
A toy example about logistic regression and different active learning strategies.
observablehq.com/@cjwallace/an-invitation-to-active-learning
Prototype
Turbofan Tycoon
See if you have what it takes to make it as a turbofan factory owner in our federated learning prototype.
turbofan.fastforwardlabs.com
Prototype
Probabilistic Real Estate
A probabilistic programming prototype that predicts future real estate prices across New York City boroughs and neighborhoods.
fastforwardlabs.github.io/pre
Prototype
Brief Preview
Brief uses neural networks to score and highlight the most interesting sentences within any article.
fastforwardlabs.github.io/brief/
Tutorial
Using three.js for 2D Data Visualization
An interactive notebook about using three.js to render tens of thousands of points.
observablehq.com/@grantcuster/using-three-js-for-2d-data-visualization
Demo
Encartopedia
Encartopedia visualizes Wikipedia topic clusters and plots your journey through them.
encartopedia.fastforwardlabs.com
Demo
Visualizing the Taste of a Community of Cinephiles
An interactive visualization that uses T-SNE to cluster movies together based on user ratings.
fastforwardlabs.github.io/cinephile_tsne/
Demo
Luhn Method Demo
Luhn's method, from 1958, provides a foundation for understanding modern auto-summarization techniques.
fastforwardlabs.github.io/luhn/
About
Cloudera Fast Forward Labs is an applied machine learning research group. We help organizations recognize and develop new product and business opportunities through emerging technologies.
AI Experiments – Cloudera Fast Forward Labs