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Andrew Droll's Projects

bitcoin icon bitcoin

Bitcoin Core integration/staging tree

chart.js icon chart.js

Simple HTML5 Charts using the <canvas> tag

firstprinciples icon firstprinciples

Some linear algebra code for fun while learning Java (MatrixManipulator) (may develop into a good learning tool?) and some custom datastructure implementations for practice.

presto icon presto

Distributed SQL query engine for big data

python_ml icon python_ml

Python ML implementations, for practice and fun. So far, linear and logistic regression using shared core components, including support for regularization. Optimization is currently via simple gradient descent. The regression_core.py script can be adapted to serve as the core of any gradient descent-based regression algorithm and allows flexible definition of cost functions, regularization functions, and hypothesis functions.

smile icon smile

Statistical Machine Intelligence & Learning Engine

snorkel icon snorkel

A system for quickly generating training data with weak supervision

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