fix zalandoresearch#96

aztechreal · Jan 8, 2018 · 10e8b08 · 10e8b08
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diff --git a/README.md b/README.md
@@ -189,6 +189,10 @@ The table below collects the submitted benchmarks. Note that **we haven't yet te
 - [live demo of Generative Adversarial Network model with deeplearn.js](http://cognitivechaos.com/playground/fashion-gan/)
 - [GAN Playground - Explore Generative Adversarial Nets in your Browser](https://reiinakano.github.io/gan-playground/)
 
+#### Clustering
+- [Xifeng Guo's implementation](https://github.com/XifengGuo/DEC-keras) of [Unsupervised Deep Embedding for Clustering Analysis (DEC)](http://proceedings.mlr.press/v48/xieb16.pdf)
+- [Leland McInnes](@https://github.com/lmcinnes)'s [Uniform Manifold Approximation and Projection (UMAP)](https://github.com/lmcinnes/umap)
+
 #### Video Tutorial
 *Machine Learning Meets Fashion* by Yufeng G @ Google Cloud
 
@@ -216,6 +220,10 @@ Apache MXNet으로 배워보는 딥러닝(Deep Learning) - 김무현 (AWS 솔루
 ### PCA on Fashion-MNIST (left) and original MNIST (right) 
 <img src="doc/img/f04ba662.png" width="50%"><img src="doc/img/4433f0e1.png" width="50%">
 
+### [UMAP](https://github.com/lmcinnes/umap) on Fashion-MNIST (left) and original MNIST (right) 
+<img src="doc/img/umap_example_fashion_mnist1.png.png" width="50%"><img src="doc/img/umap_example_mnist1.png.png" width="50%">
+
+
 ## Contributing
 
 Thanks for your interest in contributing! There are many ways to get involved; start with our [contributor guidelines](/CONTRIBUTING.md) and then check these [open issues](https://github.com/zalandoresearch/fashion-mnist/issues) for specific tasks.

diff --git a/doc/img/umap_example_fashion_mnist1.png b/doc/img/umap_example_fashion_mnist1.png
diff --git a/doc/img/umap_example_mnist1.png b/doc/img/umap_example_mnist1.png