Beast code in Giters

Xudong Wang's starred repositories

PRML

PRML algorithms implemented in Python

Language:Jupyter NotebookMIT1136400

prml

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

Language:Jupyter NotebookAGPL-3.0205400

Gaussian-Process-Regression-Tutorial

An Intuitive Tutorial to Gaussian Processes Regression

Language:Jupyter NotebookMIT50800

Spatio-Temporal-papers

This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.

Language:Jupyter Notebook23400

LonGP

Gaussian process regression + automatical model selection for logitudinal -omics data

Language:MATLABMIT2000

Data-Science-Books

Complete end to end Datascience Books for various Application

Apache-2.021000

MML-Book

Code / solutions for Mathematics for Machine Learning (MML Book)

Language:Jupyter Notebook94600

BDA_course_Aalto

Bayesian Data Analysis course at Aalto

Language:TeX214000

Python4DS

Jupyter Notebooks used on my DataScience projects

Language:Jupyter Notebook17400

infer

Infer.NET is a framework for running Bayesian inference in graphical models

Language:C#MIT155100

TensorFlow_Exercises

The codes I made while I practiced various TensorFlow examples

Language:Jupyter Notebook61800

Tensorflow-101

TensorFlow Tutorials

Language:Jupyter NotebookMIT260300

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Language:Jupyter NotebookNOASSERTION4333900

nonnegfac-python

Python toolbox for nonnegative matrix factorization

Language:PythonBSD-3-Clause10800

nmf-and-ntf

The sample code to study non-negative matrix and tensor factorization.

Language:Python3800

graph-network-paper-list

Summarize interesting graph network papers. Classified by methods and sorted by years.

4800

pyEDM

Python package of EDM tools

Language:PythonNOASSERTION11200

skccm

Convergent Cross Mapping in Scikit Learn's style

Language:Jupyter NotebookMIT9800

CauseMap.jl

Causal inference in non-linear dynamics systems

Language:JuliaMIT1600

Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

Language:PythonNOASSERTION987700