jizhihang Goto Github PK

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

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pwc

Papers with code. Sorted by stars. Updated weekly.

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pyclust

pydro

Python reimplementation of some pieces of Pedro Felzenszwalb's DPM package.

pyfishervector

Python implementation for Image Classification based on GMM dictionaries and fisher vectors.

pylbfgs

:mountain_cableway: Python/Cython wrapper for liblbfgs

pymeanshift

Fork of the Python pymeanshift module for segmenting images using the mean shift algorithm.

pynaivebayes

Python implementation of Naive Bayes for clustering

pyprobml

Python code for "Machine learning: a probabilistic perspective"

pyretri

Open source deep learning based image retrieval toolbox based on PyTorch🔥

pyriemann

Python package for covariance matrices manipulation and Biosignal classification with application in Brain Computer interface

pysaliency

Python Framework for Saliency Modeling and Evaluation

pysaliency-examples

Examples for the python saliency framework pysaliency

pysot

SenseTime Research platform for single object tracking research, implementing algorithms like SiamRPN and SiamMask.

pysparnn

Approximate Nearest Neighbor Search for Sparse Data in Python!

python

All Algorithms implemented in Python

python-learning

Python 练习代码

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

python-numpy

python-small-examples

告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 Python中文网 http://www.zglg.work