jizhihang Goto Github PK

pixnet

A Localized Feature Representation for Classification and Visual Search

pkmdpgmm

Interfacing libcluster for doing Variational Dirichlet Process Gaussian Mixture Models. Depends on Eigen3 and pkmMatrix. Libcluster included.

place-recognition___good

Using OPENCV this project is meant to perform image classification through different algorithms.

pleasd

PLEASD: A Matlab Toolbox for Structured Learning

plot-pictures-tutorial-for-paper

plsa

PLSA implementation via EM algorithm

pmr

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

pmtkdata

A collection of MATLAB data sets used by PMTK.

point-estimate-methods-and-samplers

Monte Carlo simulations and Point Estimate Methods

pointnet2_pytorch

PyTorch implementation of Pointnet2/Pointnet++ -- https://github.com/charlesq34/pointnet2

pooling

reproduce a work from PR2017

pqkmeans

Fast and memory-efficient clustering

pr-crf-1

This is the source code for the paper "Recognizing Activities from Partially Observed Streams using Posterior Regularized Conditional Random Fields"

practical-cnn

A VGG practical on convolutional neural networks

precision-tracking

Repository for precision tracking from 3D point clouds

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

prml

Python implementations (on jupyter notebook) of algorithms described in the book "PRML"

prml-1

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

prml-solution-manual

my own Solution Manual of PRML

prmlt

Pattern Recognition and Machine Learning Toolbox

probabilistic-graphical-models

Code for Implementation, Inference, and Learning of Bayesian and Markov Networks along with some practical examples.

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 ;)

probabilisticgraphicalmodelsworksheets

Experiments with Probabilistic Graphical Models [BN, CRF, Monte Carlo, OCR]

probability

Probabilistic reasoning and statistical analysis in TensorFlow

probability-1

Notes, problems, simulations developed while following the MIT Open Courseware class "Probability Systems Analysis

project-based-learning

Curated list of project-based tutorials

project-scene-classification

prt

Pattern Recognition Toolbox for MATLAB

psych10-book

Source files for Statistical Thinking For the 21st Century