Alexander Lin's repositories

multicore-mri

A Python package for multi-contrast reconstruction of MRIs.

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mixmate

Mixture Model Auto-Encoders: Deep Clustering through Dictionary Learning

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sparse-bayes-learn

Python package for Sparse Bayesian Learning.

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Harvard_Project_Portfolio

A collection of projects I completed for various courses during my years at Harvard (2015-present). Many of these projects are related to machine learning.

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credit-fariness

Applied Math 221 Final Project

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multics

Python package for multi-task compressive sensing.

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prob-unroll

Probabilistic unrolling for accelerated gradient-based expectation-maximization.

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the-o-maze-ing-caml

An OCaml-based application that utilizes recursive algorithms to randomly generate mazes and compute the solutions to them.

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smarticle

A Swift-based iPhone application that smartly generates short summaries of news articles using an unsupervised machine-learning algorithm similar to Google’s PageRank.

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bayes-sense

Bayesian Sensitivity Encoding

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budgitt

A dynamic website on Harvard’s server that helps users keep track of their budget over regular spending periods. Integrates HTML/CSS, PHP, SQL, and JavaScript through use of the MVC architecture.

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cs109a_project

Final project for CS 109a.

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cs171-final-project

CS 171 Final Project - Visualizing Gun Violence in America

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cs181_practical1

Alexander Lin, Melissa Yu, Matthew Huang (Team: DuckDuckGoose)

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falcon

Function Approximator's Log-Concave Density

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feu

A fast, parallelized algorithm for finding functional encoding units (FEUs) at scale, with GPU support.

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mdg-fire

An AI system for predicting time and location of fires in Madagascar.

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pyspecks

Image segmentation with spectral clustering.

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