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GitHub - Deepayan137/DeepClustering: A pytorch implementation of the paper Unsupervised Deep Embedding for Clustering Analysis.

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A pytorch implementation of the paper Unsupervised Deep Embedding for Clustering Analysis.

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DeepClustering

A pytorch implementation of the paper Unsupervised Deep Embedding for Clustering Analysis.

Getting Started

Clone the project into your local system

git clone https://github.com/Deepayan137/DeepClustering.git
cd DeepClustering

Prerequesites

python 3.5+
pytorch 1.0

Installation

conda install --file requirements.txt

Usage

python -m main --train_epochs 200 --pretrain_epochs 100

Results

Cluster Visualization

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A pytorch implementation of the paper Unsupervised Deep Embedding for Clustering Analysis.

deep-learning python3 pytorch unsupervised-learning pytorch-implmention deep-clustering

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