xishansnow Goto Github PK

bayesian-machine-learning

Notebooks about Bayesian methods for machine learning

bayesiananalysiswithpython2nd

bayesianmodelingandcomputationinpython

bdl_book

blog_comment

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

data_visualization

A collection of my data visualizations, mostly in Python.

deepkriging

doingbayesiandataanalysis

earth-storage

elementsofstatisticallearning

gaussianprocessesformachinelearning

git-recipes

🥡 Git recipes in Chinese by Zhongyi Tong. 高质量的Git中文教程.

info8010-deep-learning

Lectures for INFO8010 - Deep Learning, ULiège

introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

latex-templates

Templates of all kind

latticekrig

LatticeKrig contributed R package

learn-vim_zh_cn

learnr

machine-learning-notes

白板推导系列课程笔记 初版

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

ml-note

:orange_book:慢慢整理所学的机器学习算法，并根据自己所理解的样子叙述出来。(注重数学推导)

mlapp

python-data-science-handbook

A Chinese translation of Jake Vanderplas' "Python Data Science Handbook". 《Python数据科学手册》在线Jupyter notebook中文翻译

pythondataanalysisnote

Practice notebook of book 'Python Data Analysis'

rime-dict

简体中文词库包含词频+注音;特殊符号词库包含希腊字母,部分数学符号,Emoji表情,序号等.

spatialanalysisusingbigdata

spatialstat_cn

statrethinking