Wiki
For more information on how the KIMEL lab works, including data organization, see our wiki on the TIGRlab GitHub page:
Software
- Angry Guide to R
- Git
- Python Matplotlib Library
- Python Matplotlib Tutorial
- Seaborn: Python Matplotlib Extension Library
- Bokeh: Interactive Figures in Python
- Pandas: R-like data frames in Python
- NumPy: MATLAB-like matrix math in Python
- SciKit Learn: R-like model building in Python
- SciKit Image: Matlab-like image processing in Python
- The Art of the Commandline
Statistics
- Nature: Statistics for Biologists
- Standford: Statistical Learning Course
- An Introduction to Statistical Learning: with Applications in R
- Model-Based Machine Learning