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The following commit(s) were added to refs/heads/master by this push: new 3ee1ca2 Fix Example example/dec/dec.py (#8990) 3ee1ca2 is described below commit 3ee1ca272964a8bfc1ca40a65c3341c58352f4a4 Author: mbaijal <30911248+mbai...@users.noreply.github.com> AuthorDate: Fri Dec 8 20:45:17 2017 -0800 Fix Example example/dec/dec.py (#8990) * Fix Example example/dec/dec.py * changing operater instead of typecast --- example/deep-embedded-clustering/README.md | 9 +++++++++ example/{dec => deep-embedded-clustering}/dec.py | 2 +- 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/example/deep-embedded-clustering/README.md b/example/deep-embedded-clustering/README.md new file mode 100644 index 0000000..90803d2 --- /dev/null +++ b/example/deep-embedded-clustering/README.md @@ -0,0 +1,9 @@ +# DEC Implementation +This is based on the paper `Unsupervised deep embedding for clustering analysis` by Junyuan Xie, Ross Girshick, and Ali Farhadi + +## Prerequisite + - Install Scikit-learn: `python -m pip install --user sklearn` + - Install SciPy: `python -m pip install --user scipy` + +## Usage +run `python dec.py` \ No newline at end of file diff --git a/example/dec/dec.py b/example/deep-embedded-clustering/dec.py similarity index 99% rename from example/dec/dec.py rename to example/deep-embedded-clustering/dec.py index ac6545a..44e582d 100644 --- a/example/dec/dec.py +++ b/example/deep-embedded-clustering/dec.py @@ -81,7 +81,7 @@ class DECModel(model.MXModel): return ['data', 'mu', 'label'] def setup(self, X, num_centers, alpha, save_to='dec_model'): - sep = X.shape[0]*9/10 + sep = X.shape[0]*9//10 X_train = X[:sep] X_val = X[sep:] ae_model = AutoEncoderModel(self.xpu, [X.shape[1],500,500,2000,10], pt_dropout=0.2) -- To stop receiving notification emails like this one, please contact ['"comm...@mxnet.apache.org" <comm...@mxnet.apache.org>'].