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Howard's Projects

causallib icon causallib

A Python package for modular causal inference analysis and model evaluations

causalml icon causalml

Uplift modeling and causal inference with machine learning algorithms

cevae icon cevae

Causal Effect Inference with Deep Latent-Variable Models

crossdomainfaultdiagnosis icon crossdomainfaultdiagnosis

Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Transport

numpyro icon numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

optimaltransport icon optimaltransport

Group project for Convex Optimization in Autumn 2017 in PKU. Submitted version. Some methods to solve optimal transport problems.

pot icon pot

POT : Python Optimal Transport

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