huazai-beyond121
North China University of Water Resources and Electric Power
North China University of Water Resources and Electric PowerChina
Pinned Repositories
An-Introduction-to-Statistical-Learning
This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning
AnatomyOfMatplotlib
Anatomy of Matplotlib -- tutorial developed for the SciPy conference
ATLAS
Datasets, code and virtual workspace for the Climate Change ATLAS
BDA_course_Aalto
Bayesian Data Analysis course at Aalto by Aki Vehtari
books
Source code for 100+ books, kept here for quick reference
cheatsheets
RStudio Cheat Sheets
climate-change-data
:earth_africa: A curated list of APIs, open data and ML/AI projects on climate change
Complex-Network
复杂网络研究资源整理和基础知识学习
data
Data for programming
gghpcc
A simple tools to draw combination charts. Now it just can draw mantel's test plot.
huazai-beyond121's Repositories
huazai-beyond121/gghpcc
A simple tools to draw combination charts. Now it just can draw mantel's test plot.
huazai-beyond121/An-Introduction-to-Statistical-Learning
This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning
huazai-beyond121/AnatomyOfMatplotlib
Anatomy of Matplotlib -- tutorial developed for the SciPy conference
huazai-beyond121/ATLAS
Datasets, code and virtual workspace for the Climate Change ATLAS
huazai-beyond121/BDA_course_Aalto
Bayesian Data Analysis course at Aalto by Aki Vehtari
huazai-beyond121/books
Source code for 100+ books, kept here for quick reference
huazai-beyond121/cheatsheets
RStudio Cheat Sheets
huazai-beyond121/climate-change-data
:earth_africa: A curated list of APIs, open data and ML/AI projects on climate change
huazai-beyond121/Complex-Network
复杂网络研究资源整理和基础知识学习
huazai-beyond121/data
Data for programming
huazai-beyond121/DataSciencePython
common data analysis and machine learning tasks using python
huazai-beyond121/EPICON.Mycobiome
huazai-beyond121/era5analysis
Download and analyse ERA5 data from the Climate Data Store.
huazai-beyond121/free_r_tips
Free R-Tips is a FREE Newsletter provided by Business Science. It comes with bite-sized code tutorials every week.
huazai-beyond121/introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
huazai-beyond121/jupyter
Repository containing Jupyter Notebooks for most of the blog posts on my blog. For example, there are data visualization, data manipulation, and data analysis code examples in the Notebooks
huazai-beyond121/Machine-Learning-Notes
周志华《机器学习》手推笔记
huazai-beyond121/nndl.github.io
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
huazai-beyond121/numpy-ml
Machine learning, in numpy
huazai-beyond121/pangeo-cmip6-examples
Examples of analysis of CMIP6 data using xarray and dask
huazai-beyond121/Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
huazai-beyond121/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 ;)
huazai-beyond121/project-template
CMIP6 Hackathon Project Template
huazai-beyond121/pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
huazai-beyond121/Python-Practical-Application-on-Climate-Variability-Studies
This tutorial is a companion volume of Matlab versionm but add more. Main objective is the transference of know-how in practical applications and management of statistical tools commonly used to explore meteorological time series, focusing on applications to study issues related with the climate variability and climate change. This tutorial starts with some basic statistic for time series analysis as estimation of means, anomalies, standard deviation, correlations, arriving the estimation of particular climate indexes (Niño 3), detrending single time series and decomposition of time series, filtering, interpolation of climate variables on regular or irregular grids, leading modes of climate variability (EOF or HHT), signal processing in the climate system (spectral and wavelet analysis). In addition, this tutorial also deals with different data formats such as CSV, NetCDF, Binary, and matlab'mat, etc. It is assumed that you have basic knowledge and understanding of statistics and Python.
huazai-beyond121/python-spider
:rainbow:Python3网络爬虫实战
huazai-beyond121/python_script-manual
《Python工具代码速查手册》是我们的python培训教材，主要面向数据分析方向。其中包含了python的常用总结性操作，使用jupyter notebook，利用markdown和script结果对常用操作进行总结，包括了使用方式和脚本。之所以使用notebook形式是可以方便大家编辑，方便大家形成自己的总结笔记。当然各位有更好的操作建议也欢迎向我们团队分享~
huazai-beyond121/satellite-image-deep-learning
Deep learning with satellite & aerial imagery
huazai-beyond121/Simultaneous_BB_failure
Code used to conduct analysis for the NCC publication "Changing risks of simultaneous global breadbasket failure"
huazai-beyond121/Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法