Magica-Chen

agp

Automated Variational Inference for Gaussian Process Models

co-locationship

Contrasting social and non-social sources of predictability in human mobility

gptp_multi_output

multivariate Gaussian process regression and multivariate Student-t process regression

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

pyro

Deep universal probabilistic programming with Python and PyTorch

seaborn

Statistical data visualization using matplotlib

UniversalMVGP

Generic implementation of GP model for multi-output prediction

WebSNA-23-24-notes

zhihu_writing

Some simple codes for zhihu column writing: 高斯世界下的Machine Learning

UniversalGP

Generic implementation of GP model

Magica-Chen/pyro

Deep universal probabilistic programming with Python and PyTorch

Magica-Chen/agp

Automated Variational Inference for Gaussian Process Models

Magica-Chen/AutoGP

Code for AutoGP

Magica-Chen/dirichlet-process

Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)

Magica-Chen/fair-classification

Python code for training fair logistic regression classifiers.

Magica-Chen/GPclust

Clustering time series using Gaussian processes and Variational Bayes.

Magica-Chen/GPflow

Gaussian processes in TensorFlow

Magica-Chen/GPy

Gaussian processes framework in python

Magica-Chen/hyperparameter_prior_GP

The code for paper "How priors of initial hyperparameters affect Gaussian process regression model"

Magica-Chen/machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

Magica-Chen/PYMentropy

Discrete entropy estimator using the Pitman-Yor mixture (PYM) prior

Magica-Chen/python-spider

自制python爬虫小程序，没有使用爬虫框架(pyspider、scrapy)，使用正则表达式

Magica-Chen/python-spider-1

针对一些网站的python爬虫

Magica-Chen/Sparse-GP

Magica-Chen/streaming_sparse_gp

Streaming sparse Gaussian process approximations