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Zilong Xie's Projects

bspline-pytorch-blocks icon bspline-pytorch-blocks

A customized PyTorch layer and a customized PyTorch activation function using B-spline transformation

dsa icon dsa

Differentiable Spline Approximations

dynamicpoissonfactorization icon dynamicpoissonfactorization

Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time according to user-item ratings.

hpfrec icon hpfrec

Python implementation of 'Scalable Recommendation with Hierarchical Poisson Factorization'.

latentregmissingknockoff icon latentregmissingknockoff

Codes and datasets for the paper "Variable Selection in Latent Regression IRT Models via Knockoffs: An Application to International Large-scale Assessment in Education"

poismf icon poismf

(Python, R, C) Poisson matrix factorization (non-Bayesian version) (recommender systems)

tensor-house icon tensor-house

A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain

torchcubicspline icon torchcubicspline

Interpolating natural cubic splines. Includes batching, GPU support, support for missing values, evaluating derivatives of the spline, and backpropagation.

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