AMLAB (@AMLab-Amsterdam)
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Top repositories

1

AttentionDeepMIL

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
Python
825
star
2

CEVAE

Causal Effect Inference with Deep Latent-Variable Models
Python
323
star
3

L0_regularization

Learning Sparse Neural Networks through L0 regularization
Python
237
star
4

lie_learn

Computations involving Lie groups and harmonic analysis
Python
190
star
5

DIVA

Implementation of 'DIVA: Domain Invariant Variational Autoencoders'
Python
98
star
6

MNF_VBNN

Multiplicative Normalizing Flow (MNF) posteriors for variational Bayesian neural networks
Python
64
star
7

FNP

Implementation of the Functional Neural Process models
Jupyter Notebook
43
star
8

SEVDL_MGP

Example implementation of the Bayesian neural network in "Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteriors", Christos Louizos & Max Welling, ICML 2016
Python
31
star
9

DataAugmentationInterventions

Python
27
star
10

Manuals

Manuals
Python
16
star
11

MasterProjectsAIMaterials

A reading list for the Master AI projects June 2016
7
star
12

data_aug_for_interventions

1
star