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ae_ts

Auto encoder for time series

attention

An elementary example of soft attention

awesome_distributions

Scribbles about marginalization property of Gaussian and aggregation property of Dirichlet

bandit

Implementation of Counterfactual risk minimization

bayes_nn

Uncertainty interpretations of the neural network

bayesian_model_comparison

Three approaches for Bayesian model comparison

bbvi

Comparing variance of gradient estimators for BBVI

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bigclam

Implements the bigCLAM algorithm

cnn_music

A CNN for music genre classification and TSC in general

cnn_tsc

A CNN for time-series classification

cs231n

Files for the cs231n course at Stanford

dan

Domain Agnostic Normalization layer for Unsupervised Domain Adaptation

deepclust

Deepclustering for cocktail-party-problem

dna

DNA: Differential Privacy Neural Augmentation for Contact Tracing

dpbmm

Dirichlet Process Mixture model for Multinoulli distributions

dpfn_aaai

Code for AAAI 2023 paper 'Protect Your Score'

dpfn_cpp

C++ implementation of the DPFN method for differentially private statistical contact tracing

dplp

Deep Private Link Prediction

dpm

Dirichlet Process Mixtures

draw

DRAW

draw_1d

Deep Recurrent Attentive Writer for 1D data

eds

Github Repo for Eindhoven Data Science MeetUp

em

visualizing Expectation Maximization

far_away

Exploring linear classifiers on inputs far away from the training data

fcn

Fully Convolutional Network

frontend-nanodegree-resume

This repository is used for one of the projects in Udacity's Front-End Web Developer Nanodegree program. Learn how to become a Front-End Developer today with line-by-line code reviewed projects and get a job with career services!

fullstack-nanodegree-vm

gpy

Gaussian processes framework in python

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch