| git branch --merged | grep -v 'master\|develop' | xargs -n 1 git branch -d |
| #!/usr/bin/env python | |
| """ | |
| Form a subset of the Flickr Style data, download images to dirname, and write | |
| Caffe ImagesDataLayer training file. | |
| """ | |
| import os | |
| import urllib3 | |
| import hashlib | |
| import argparse | |
| import numpy as np |
| def plot_tsne(X_input_pool3, Y_input,n=10000): | |
| indicies = np.random.permutation(X_input_pool3.shape[0])[0:n] | |
| Y=tsne(X_input_pool3[indicies]) | |
| num_labels=Y_input[indicies] | |
| labels=classes[num_labels] | |
| df=pd.DataFrame(np.column_stack((Y,num_labels,labels)), columns=["x1","x2","y","y_label"]) | |
| sns.lmplot("x1","x2",data=df.convert_objects(convert_numeric=True),hue="y_label",fit_reg=False,legend=True,palette="Set1") | |
| print 'done' |
| def load_pool3_data(): | |
| X_test_file = 'X_test_20160212-00:06:14.npy' | |
| y_test_file = 'y_test_20160212-00:06:14.npy' | |
| X_train_file = 'X_train_20160212-00:06:14.npy' | |
| y_train_file = 'y_train_20160212-00:06:14.npy' | |
| return np.load(X_train_file), np.load(y_train_file), np.load(X_test_file), np.load(y_test_file) | |
| def batch_pool3_features(sess,X_input): | |
| """ |
| { | |
| "Version": "2012-10-17", | |
| "Statement": [ | |
| { | |
| "Sid": "", | |
| "Effect": "Allow", | |
| "Principal": { | |
| "AWS": "*" | |
| }, | |
| "Action": "es:*", |
| worker_processes 1; | |
| events { | |
| worker_connections 1024; | |
| } | |
| http{ | |
| server { | |
| listen 80; | |
| server_name localhost; |
| (defn unjoin | |
| "Given a seq `rows` as retrieved from a database select involving a join, | |
| return a vector of nested entities, where the top-level entities have keys | |
| `parent-keys`, plus a key for each key of `child-map`, where the value for | |
| that key is a vector of values specified by the value in `child-map`. | |
| Where the value in `child-map` is a simple keyword, the resulting vector will | |
| contain the corresponding values for that keyword in `rows`. | |
| Eg (unjoin [{:id 1, :a :foo} {:id 1, :a :bar}] [:id] {:vals :a}) => |
| <link rel="import" href="../core-scaffold/core-scaffold.html"> | |
| <link rel="import" href="../core-header-panel/core-header-panel.html"> | |
| <link rel="import" href="../core-menu/core-menu.html"> | |
| <link rel="import" href="../core-item/core-item.html"> | |
| <link rel="import" href="../core-icon-button/core-icon-button.html"> | |
| <link rel="import" href="../core-toolbar/core-toolbar.html"> | |
| <link rel="import" href="../core-field/core-field.html"> | |
| <link rel="import" href="../core-icon/core-icon.html"> | |
| <link rel="import" href="../core-input/core-input.html"> | |
| <link rel="import" href="../core-icons/core-icons.html"> |