pure-Python HistFactory implementation with tensors and autodiff
#计算机科学#A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
Ambrosia is a Python library for A/B tests design, split and result measurement
MCMC sample analysis, kernel densities, plotting, and GUI
Hypothesis and statistical testing in Python
#计算机科学#Statistical inference on machine learning or general non-parametric models
Code and data for the KDD2020 paper "Learning Opinion Dynamics From Social Traces"
#计算机科学#Perform inference on algorithm-agnostic variable importance in Python
Significance tests of feature relevance for a black-box learner
Generalized Additive Models in Python.
#计算机科学#Code and data for the CIKM2021 paper "Learning Ideological Embeddings From Information Cascades"
#算法刷题#Statistical Digital Signal Processing and Modeling
#计算机科学#Code implementing Integrator Snippets, joint work with Christophe Andrieu and Chang Zhang
Use bootstrap resampling to estimate the sampling distribution of a statistic
Statistical Inference with JAX.
#计算机科学#Holistic framework integrating anthropometric measurements, biomechanical analysis, performance and physiological metrics to construct a digital representation of human male body in athletic contexts