mafrasiabi Goto Github PK

ooo-bayesian-modeling-c

Non-parametric Bayesian Model

openqa

The source code of ACL 2018 paper "Denoising Distantly Supervised Open-Domain Question Answering".

pc-rnn

The official Pytorch implementation of paper "Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks""

plotneuralnet

Latex code for making neural networks diagrams

plrnnstsp

Matlab code for state inference and parameter estimation in piecewise-linear recurrent neural network (PLRNN) models

poisson-glms-for-neural-spike-train-analysis

poisson-gpfa

Gaussian process factor analysis with Poisson observations

prml

PRML algorithms implemented in Python

probabilistic-graphical-models-specialization

probabilistic-models

Collection of probabilistic models and inference algorithms

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

probabilisticprogrammingprimer

probability

Probabilistic reasoning and statistical analysis in TensorFlow

probnum

Probabilistic Numerics in Python.

probrnn

State space modeling with recurrent neural networks

psiturk

An open platform for science on Amazon Mechanical Turk.

py4sid

subspace identification for linear systems

pycog

Train excitatory-inhibitory recurrent neural networks for cognitive tasks.

pyflglm

pyglm

python GLM

pylds_dev

large-scale implementation of the expectation-maximisation algoithm in python for the linear dynamical system

pymc3_datasciencela

PyMC3 tutorial for DataScience LA (January 2017)

pymc3_euss

Course in Probabilistic Programming in Python for the 2018 EU Summer School

pymc3_examples

Updated repo for self-contained pymc3 examples

pymc3_vs_pystan

Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation/30/ video: https://www.youtube.com/watch?v=Jb9eklfbDyg

pytf

Python tool for time frequency analysis.

python-bayesian-statistics

A compilation of scripts using bayesian methodologies (e.g. weighted linear regression)

pythonfordataanalysisatpni

Course website for Python for Data Analysis at PNI for PNI summer students.

pytorch-deep-learning

Deep Learning (with PyTorch)

qg-net

code for QG-Net: A Data-Driven Question Generation Model for Educational Content