Beast code in Giters

Putra Manggala's repositories

BDA_py_demos

Bayesian Data Analysis demos for Python

Language:PythonGPL-3.01 10

sicp-pdf

SICP in PDF

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svmjs

Support Vector Machine in Javascript (SMO algorithm, supports arbitrary kernels) + GUI demo

Language:JavaScriptMIT1 10

ALPS_2021

Repository for the Explainable AI track in the ALPS winter school 2021

Language:Jupyter Notebook010

GPflowSampling

Code for efficiently sampling functions from GP(flow) posteriors

Language:Python010

horseshoe-bnn

A Bayesian Neural Network with a horseshoe prior for improved interpretability

Language:PythonNOASSERTION010

iglu

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julia-mit

Tutorials and information on the Julia language for MIT numerical-computation courses.

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Lectures

This repository includes my lecture notes for some of the courses I have been teaching at UC Irvine. I will keep updating them over time.

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mltrain-nips-2017

This repository contains all the material for the MLTrain NIPS workshop

Language:Jupyter Notebook010

numpy-ml

Machine learning, in numpy

Language:PythonGPL-3.0010

phd-thesis

Repository of my thesis "Understanding Random Forests"

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pmangg.github.io

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samplemod

BSD-2-Clause000

shifts

This repository contains data readers and examples for the three tracks of the Shifts Dataset and the Shifts Challenge.

Language:Jupyter NotebookApache-2.0010

Sinkhorn-Barycenters

Sinkhorn Barycenters via Frank-Wolfe algorithm

Language:Python000

snorkel

A system for quickly generating training data with weak supervision

Apache-2.0000

snorkel-tutorials

A collection of tutorials for Snorkel

Language:PythonApache-2.0010

WGPOT

The Wasserstein Distance and Optimal Transport Map of Gaussian Processes

Language:Python010