tangchen

data-leakage-tmag2021

This repo contains code and the toy dataset used in my talk on data leakage at the 2021 Technology and Measurement Around the Globe (TMAG) virtual symposium.

Foundations-of-Data-Science-with-Python

Foundations of Data Science with Python, by John M. Shea, teaches how to begin working with data, create visualizations, conduct statistical tests using resampling, perform analyses and make optimal decisions based on probability theory, and manipulate multi-dimensional data using linear algebra.

meta_analysis_books

R code for meta-analysis books

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

numpy-ml

Machine learning, in numpy

Python

All Algorithms implemented in Python

python_reference

Useful functions, tutorials, and other Python-related things

rstudiothemes

A curated list of RStudio themes found on Github

synthesizer

Virtual analog synthesizer for Python

tangc-comments

tangchen/Foundations-of-Data-Science-with-Python

Foundations of Data Science with Python, by John M. Shea, teaches how to begin working with data, create visualizations, conduct statistical tests using resampling, perform analyses and make optimal decisions based on probability theory, and manipulate multi-dimensional data using linear algebra.

tangchen/Python

All Algorithms implemented in Python

tangchen/python_reference

Useful functions, tutorials, and other Python-related things

tangchen/rstudiothemes

A curated list of RStudio themes found on Github

tangchen/synthesizer

Virtual analog synthesizer for Python

tangchen/tangc-comments

tangchen/data-leakage-tmag2021

This repo contains code and the toy dataset used in my talk on data leakage at the 2021 Technology and Measurement Around the Globe (TMAG) virtual symposium.

tangchen/meta_analysis_books

R code for meta-analysis books

tangchen/ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

tangchen/numpy-ml

Machine learning, in numpy

tangchen/ParetoR

tangchen/pyob

Pythonic Objects

tangchen/SimDesign

Structure for organizing Monte Carlo simulations in R

tangchen/statsintro_python

Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"

tangchen/temp

this is a repo that i temporarily store things for easy access

tangchen/website

This is my personal website.