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Maksim's Projects

beamer_template icon beamer_template

A simple template for beamer presentations with ToC inbetween sections and subsections in the header

bond_energy_algorithm_python icon bond_energy_algorithm_python

Python implementation of the bond energy algorithm (bond energy ordering) to re-order two lists to maximize adjacent similarities.

distr-nmf icon distr-nmf

Distributed Non-negative Matrix Factorization using a modified alternating rank one least squares algorithm

empirical_privacy icon empirical_privacy

A empirical approach to measure privacy preserved in models of sensitive data

fbpcf icon fbpcf

Private computation framework library allows developers to perform randomized controlled trials, without leaking information about who participated or what action an individual took. It uses secure multiparty computation to guarantee this privacy. It is suitable for conducting A/B testing, or measuring advertising lift and learning the aggregate st

luigi icon luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

makemore icon makemore

An autoregressive character-level language model for making more things

pactman icon pactman

Pact management (mocking, generation and verification)

pd_svd icon pd_svd

Private Distributed SVD that uses block power iterations and a normalized secure sum primitive.

rri_nmf icon rri_nmf

Non-negative Matrix Factorization using Rank-One Residue Iterations implemented in Python

sciluigi icon sciluigi

A light-weight wrapper library around Spotify's Luigi workflow system to make writing scientific workflows more fluent, flexible and modular

sta-663-2019 icon sta-663-2019

Course notes for Computational Statistics and Statistical Compuing

xonsh icon xonsh

Python-powered, cross-platform, Unix-gazing shell

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