usptact

Interested in Machine learning applications. In love with probabilistic programming.

Pinned Repositories

ELM-C--
Extreme Learning Machine - C++ library
Language:C++3320
em-prior-adjust
Implementation of the method presented "Adjusting the Outputs of a Classifier to New a Priori Probabilities: A Simple Procedure" by Saerens et al, 2002.
Language:Python1 1 00
Infer.NET-BayesianRegression
Simple Bayesian Regression demo on Challenger disaster data.
Language:C#3 3 11
PrinterNightmare
Printer Nightmare Belief Network from D. Barber "Bayesian Reasoning and Machine Learning"
Language:C#1 2 02
RandomizedTest
Demo of Randomized Response model (Infer.NET)
Language:C#1 2 00
TrueSkill
TrueSkill model implementation playground in Infer.NET
Language:C#1 2 00
ZeroInflatedPoisson-Infer.NET
Simple demo of Zero-Inflated Poisson (ZIP) model using Infer.NET framework
Language:C#1 2 00
zipf-pymc3
Fitting Zipf's Law using PyMC3
Language:Python1 2 00

usptact's Repositories

usptact/Infer.NET-BayesianRegression
Simple Bayesian Regression demo on Challenger disaster data.
Language:C#3 3 11
usptact/em-prior-adjust
Implementation of the method presented "Adjusting the Outputs of a Classifier to New a Priori Probabilities: A Simple Procedure" by Saerens et al, 2002.
Language:Python1 1 00
usptact/PrinterNightmare
Printer Nightmare Belief Network from D. Barber "Bayesian Reasoning and Machine Learning"
Language:C#1 2 02
usptact/RandomizedTest
Demo of Randomized Response model (Infer.NET)
Language:C#1 2 00
usptact/TrueSkill
TrueSkill model implementation playground in Infer.NET
Language:C#1 2 00
usptact/ZeroInflatedPoisson-Infer.NET
Simple demo of Zero-Inflated Poisson (ZIP) model using Infer.NET framework
Language:C#1 2 00
usptact/awesome-bayes
List of resources for bayesian inference
2 0
usptact/BayesianChangePoint
Bayesian Change Point detection using Infer.NET
Language:C#2 0
usptact/BCCWords
Bayesian Text Sentiment Analysis Automated
Language:C#2 0
usptact/BernoulliMixture
Bernoulli Mixture Model implementation in Infer.NET
Language:C#2 0
usptact/Infer-Causality
John Winn example on causality
Language:C#2 0
usptact/Infer.NET-AB_testing
Simple A/B testing demo of Beta-Binomial model
Language:C#2 0
usptact/Infer.NET-Conference
Infer.NET: Calibrating reviews of conference submissions
Language:C#2 0
usptact/Infer.NET-Counting
Machine Learning Summer School 2009 workshop example
Language:C#2 0
usptact/Infer.NET-GatingExample
Gating example for inference using Infer.NET
Language:C#2 0
usptact/Infer.NET-LatentCoins
Inferring coin biases in a model with latent selector variable
Language:C#2 0
usptact/Infer.NET-MACE
Implementation of Dirk Hovy's MACE algorithm (NAACL 2013)
Language:C#3 0
usptact/Infer.NET-Pyramid
Inference in a pyramid
Language:C#1 0
usptact/InferNET-ModelSelection
Model selection demo using gates.
Language:C#
usptact/LearnGaussian
Infer.NET demo on learning Gaussian and dealing with missing data
Language:C#2 0
usptact/LearningToRank
Learning to Rank (LtR) using Infer.NET
Language:C#2 0
usptact/libbeta
Sample from Beta distribution
Language:C1 0
usptact/MarkovMixtureModel
Markov Chain Mixture Model implementation in C# using Infer.NET
Language:C#2 0
usptact/MarkovModel
Simple first-order markov chain model
Language:C#2 0
usptact/MBML-Skills
MBML Assessing People's Skills (Infer.NET)
Language:C#2 0
usptact/musializer
Music Visualizer
Language:C0 0
usptact/SevenFlashlights
Find two good batteries from 7 batteries
Language:Java1 0
usptact/tensorflow_cpp_packaging
Scripts to create Debian packages with the Tensorflow C/C++ API for Ubuntu x86_64 and Raspberry Pi
Language:C++2 0
usptact/tf_ner
Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
Language:Python3 0
usptact/WhileMyMCMCGentlySamples
my blog
Language:Jupyter Notebook2 0