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-multiple-tasks

Identifying Genetic Risk Factors for Alzheimer’s Disease via Shared Tree-guided Feature Learning across Multiple Tasks

2013-focm-sparsespikes

V. Duval, G. Peyré. Exact Support Recovery for Sparse Spikes Deconvolution. Foundations of Computational Mathematics, 15(5), pp. 1315–1355, 2015.

aanmf

action-recognition-agglomerative-clustering

Automatically exported from code.google.com/p/action-recognition-agglomerative-clustering

action_recognition

Action Recognition & Categories via Spatial-Temporal Features

activelearning

TKDE15-Active-Learning-Semi-supervised-Clustering-Relative-Comparision

adaptive-randomized-svd

Adaptive randomized singular value decomposition

adaptive-sampling-descent

Code for optimization according to Adaptive Sampling Probabilities for Non-Smooth Optimization

advanced-computing-2018

Material for a course on applied machine-learning for scientists. Taught at EPFL in spring 2018.

adversarial-logistic

Adversarial perturbation intensity strategy achieving chosen intra-technique transferability level for logistic regression

adversarialautoencoder

Adversarial AutoEncoder implemented with MXNet

age_gender_detection

Recognize the age and gender based on face image

amalthea

Advances of Machine Learning in Theory & Applications

anchor-graph

anchor-graph-hashing

arope

This is a sample implementation of "Arbitrary-Order Proximity Preserved Network Embedding"(KDD 2018).

attentionalrbm

Attentional Model with RBMs and Reinforcement Learning - ICML 2011

awesome-bio-datasets

awesome-bio-datasets

awesome-community-detection

A curated list of community detection techniques.

awesome-datascience

An awesome Data Science repository to learn and apply for real world problems.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-deep-learning-papers

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going).

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

bayesian-mixture-of-inverses

bayesian-probabilistic-matrix-factorization

Bayesian Probabilistic Matrix Factorization

bayesianfuzzyclustering

TFS15-Bayesian Fuzzy Clustering Algorithms

bnmtf

Python code for "Fast Bayesian nonnegative matrix factorisation and tri-factorisation", presented at NIPS 2016 Workshop on Advances in Approximate Bayesian Inference

bnmtf_ard

Python code for "Comparative Study of Inference Methods for Bayesian Nonnegative Matrix Factorisation", published at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017).

brainparts

NMF Code for calculating components from Brain imaging data.