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zuomatthew's Projects

em icon em

Notes + notebooks on EM + variational EM algorithms for Bayesian methods tutorial

fastshap icon fastshap

An amortized approach for calculating local Shapley value explanations

figmn icon figmn

Fast Incremental Gaussian Mixture Network

flask-profiler icon flask-profiler

a flask profiler which watches endpoint calls and tries to make some analysis.

flexcode icon flexcode

Implementation of Flexible Conditional Density Estimator

fylearn icon fylearn

Fuzzy machine learning algorithms implementing the scikit-learn interface.

gaminet icon gaminet

Generalized additive model with pairwise interactions

gmm icon gmm

Variational Inference in Gaussian Mixture Model

graphofthings icon graphofthings

An Internet of Things sample data set, queries, and Neo4j database.

h5pyd icon h5pyd

h5py distributed - Python client library for HDF Rest API

helit icon helit

My machine learning/computer vision library for all of my recent papers, plus algorithms that I just like.

huey icon huey

a little task queue for python

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

igmm icon igmm

Incremental Learning of Gaussian Mixture Models (IGMM)

kenchi icon kenchi

A set of python modules for anomaly detection

kmodes icon kmodes

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

kneed icon kneed

Knee point detection in Python

lazyarray icon lazyarray

lazyarray is a Python package that provides a lazily-evaluated numerical array class, larray, based on and compatible with NumPy arrays.

libpgm icon libpgm

A library for creating and using probabilistic graphical models

lightfm icon lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

mcts icon mcts

An implementation of Monte Carlo Tree Search in python

mdlp-discretization icon mdlp-discretization

An implementation of the minimum description length principal expert binning algorithm by Usama Fayyad

mlxtend icon mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

morph-rdb icon morph-rdb

R2RML Engine that follows the specification of http://www.w3.org/TR/r2rml/

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