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abstract-reasoning-matrices

Progressive matrices dataset, as described in: Measuring abstract reasoning in neural networks (Barrett*, Hill*, Santoro*, Morcos, Lillicrap), ICML2018

affinityclustering

animals-with-attributes

Project for Data mining lecture

assignment_2

bjosephwang.github.io

closerlookfewshot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

clustering-network-valued-data

cvpr17

Gaze Embeddings for Zero-Shot Image Classification CVPR17

cvxpy

A Python-embedded modeling language for convex optimization problems.

dec-pytorch

deep-hash-table-icml18

"Efficient end-to-end learning for quantizable representations" accepted on ICML2018

deep-k-means-pytorch

Code for ICML 2018 paper 'Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions'

deep-subspace-clustering-networks

deep-variance-reduction

On the Ineffectiveness of Variance Reduced Optimization for Deep Learning

deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

disentangled-representation-papers

A curated list of research papers related to learning disentangled representations

disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

dmne

dmne is an algorithm to learn node representations from multi-network data.

dowhy

DoWhy is a Python library that makes it easy to estimate causal effects. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

fedavgpy

fedprox-master

fedprox2

few-shot-gnn

graph-based-nn

Graph Convolutional Networks (GCNs)

graph-generation

GraphRNN: A Deep Generative Model for Graphs

graph2gauss

Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".

hawkes-process-toolkit

A toolbox of Hawkes processes

imsat

tensorflow code for IMSAT (only MNIST clustering)

inhclustering

jekyll-instagram-portfolio-theme

Jekyll Instagram Portfolio Theme