Kernel Density Estimation

Resources

• KDEPy Literature
• Viz Demo of KDE
• A Tutorial on KDE and Recent Advances - arxiv (2017)
• KDE From Scratch - w Julia
• In Depth KDE - Jake
• KDE Tutorial
• KDE: How to compute gaussian KDE w. Python
• Statsmodels Tutorial

Software

• kdepy
• StatsModels
• Numba Implementation
• KDE Numba
• Wrapper for Scipy
• pyqt - KDE Wrapper