2907's Projects
程序员小吴 - 一起来学算法吧!
SortPhotos is a Python script that organizes photos into folders by date (year, year/month, or year/month/day).
Single object tracking and segmentation.
By calling the function of ChrisC28/WHOSE_Jet_Detection_V2
The implementation of the conceptual model of the Southern Ocean overturning
Open Educational Resource for teaching spatial data analysis and statistics with R
Tools for spectral analysis in 1D and 2D, including rotary spectral analysis.
Spectral Analysis in Python
An intermediate complexity atmospheric general circulation model
CME213 Course Website, Spring 2019
Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model
Model for 1D marine ice sheet evolution (SSA approximation) in MATLAB, using numerical approach from Schoof 2007
Computation of invariant manifolds in high-dimensional mechanics problems
analysis routines for POP model
VIP cheatsheets for Stanford's CS 229 Machine Learning
A finite element method code for student training used in the course of "Finite Element Method" delivered by Professor Xiong Zhang
Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka at University Wisconsin-Madison
Statistical Rethinking course winter 2022
Analysis of current meter data collected at Station M, located on the abyssal plain 220 km offshore of central California
Statistical Data Analysis in Python
《统计学习方法》(第二版)习题解答,在线阅读地址:https://datawhalechina.github.io/statistical-learning-method-solutions-manual
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
The S&P 500 Market Index is analysed using popular statistical models such as SARIMA, ETS and GARCH. Additionally, a powerful open source forecasting package from Facebook, called Prophet, is also used.
《统计学原理实验教程(Python)》书中代码实现。尽可能加注释,力求代码的可复用性。
Statsmodels: statistical modeling and econometrics in Python
Teaching materials for Python MixedLM (mixed linear models)