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Paul Blankley's Projects

bayes_opt icon bayes_opt

Bayesian optimization for hyperparameter tuning in machine learning models

buz icon buz

Serverless multi-protocol + multi-destination event collection system.

geo-joyplot icon geo-joyplot

Library to translate a lat-long box to a JoyPlot plot

itf_linking icon itf_linking

Modular code base to take a version of the MPC's ITF and find the tracklets that relate to the same asteroid.

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

newsletter icon newsletter

Link for privacy policy: https://pblankley.github.io/newsletter/

pandas_util icon pandas_util

The beginning of some useful functions for dealing with Pandas DataFrames

paulnet icon paulnet

Deep learning library implementation following this idea: https://github.com/joelgrus/joelnet

piazza_markov icon piazza_markov

Simple markov chain based text emulator for Piazza posts for AC209a in Fall 2017 at Harvard

pypika icon pypika

PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects the resulting query. PyPika excels at all sorts of SQL queries but is especially useful for data analysis.

relativisticgan icon relativisticgan

Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"

stylegan icon stylegan

StyleGAN - Official TensorFlow Implementation

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