Pinned Repositories
continual_cd_imm
Implementation of the Class-Domain Infinite Mixture Model from the paper "CD-IMM: The Benefits of Domain-based Mixture Models in Bayesian Continual Learning"
danielecastellana22.github.io
exputils
Base utilities for my ML experiments. It is based on pyTorch.
feature-structure-interplay-graph-learning
Official Repository of "Investigating the Interplay between Features and Structures in Graph Learning" (MLG Workshop 2023)
HOSVD-HTMM
Bayesian hidden Markov model for tree-structured data based on the HOSVD tensor decomposition.
lying-graph-convolution
Official Repository of "Lying Graph Convolution: Learning to Lie for Node Classification Tasks" (IJCNN 2024)
Mixture-HTMM
Mixture models for tree-structured data based on SP-BHTMM.
tensor-tree-nn
A framework to develop recursive models by leveraging tensor decompositions.
torch_dpmm
A pytorch-based implementation of Dirichlet Process Mixture Model (DPMM)
iCGMM
Official Repository of "The Infinite Contextual Graph Markov Model" (ICML 2022)
danielecastellana22's Repositories
danielecastellana22/torch_dpmm
A pytorch-based implementation of Dirichlet Process Mixture Model (DPMM)
danielecastellana22/feature-structure-interplay-graph-learning
Official Repository of "Investigating the Interplay between Features and Structures in Graph Learning" (MLG Workshop 2023)
danielecastellana22/tensor-tree-nn
A framework to develop recursive models by leveraging tensor decompositions.
danielecastellana22/danielecastellana22.github.io
danielecastellana22/HOSVD-HTMM
Bayesian hidden Markov model for tree-structured data based on the HOSVD tensor decomposition.
danielecastellana22/exputils
Base utilities for my ML experiments. It is based on pyTorch.
danielecastellana22/lying-graph-convolution
Official Repository of "Lying Graph Convolution: Learning to Lie for Node Classification Tasks" (IJCNN 2024)
danielecastellana22/Mixture-HTMM
Mixture models for tree-structured data based on SP-BHTMM.
danielecastellana22/thlogprob
danielecastellana22/pytorch_geometric
Graph Neural Network Library for PyTorch
danielecastellana22/tyrannotext
A pdf extractor based on pyMuPdf