liujinstat Goto Github PK

100-days-of-ml-code

100 Days of ML Coding

advanced_probability_theory

Materials for Probability Theory and Modelling

atsa

Course page for Applied Time Series Analysis

coursera-ml

Machine Learning with Coursera

cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

cs229t

Statistical Learning Theory (CS229T) Lecture Notes

data-science-notes

数据科学的笔记以及资料搜集

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deeplearningbook-chinese

Deep Learning Book Chinese Translation

elements-of-statistical-learning

Contains LaTeX, SciPy and R code providing solutions to exercises in Elements of Statistical Learning (Hastie, Tibshirani & Friedman)

esquisse

RStudio add-in to make plots with ggplot2

funsiq

Functional Single-index Quantile Regression Models

github-slideshow

A robot powered training repository :robot:

gnar_code

Code for the GNAR model (by Xuening Zhu).

islr-python

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

leetcode

Python & JAVA Solutions for Leetcode

leetcode-1

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

lihang-code

《统计学习方法》的代码实现

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

liujinstat1.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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。

ms4218-timeseriesanalysis

Time Series Analysis with R

nar

The code for network autoregression model (NAR)

non-parametric-econometrics

This is the R code for several common non-parametric methods (kernel est., mean regression, quantile regression, boostraps) with both practical applications on data and simulations

pbssim

Locally penalized single index model using B-splines and spherical coordinates.

python-100-days

Python - 100天从新手到大师

social_and_economic_networks_models_and_analysis

Social and Economic Networks Models and Analysis

spatial_autoreg_code

stanford-cs-229

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"