diff --git a/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_save_load.py b/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_save_load.py
deleted file mode 100644
index abfb2b6a711ea52a3bd0348433d3993da0ebfe72..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_save_load.py
+++ /dev/null
@@ -1,185 +0,0 @@
-import warnings
-import numpy as np
-from keras import backend as K
-from keras import __version__ as keras_version
-from keras.models import Sequential
-from keras.models import model_from_config
-from keras.optimizers import optimizer_from_config
-from keras import optimizers
-
-def save_model(model, model_store=None):
- data = {}
- data['keras_version'] = keras_version
- data['model_config'] = {'class_name':model.__class__.__name__,
- 'config':model.get_config()}
-
- # save weights
- if hasattr(model, 'flattened_layers'):
- # Support for legacy Sequential/Merge behavior.
- flattened_layers = model.flattened_layers
- else:
- flattened_layers = model.layers
-
- data['layer_names'] = [layer.name for layer in flattened_layers]
- layer_group = {}
- for layer in flattened_layers:
- group = layer_group[layer.name] = {}
- symbolic_weights = layer.weights
- weight_values = K.batch_get_value(symbolic_weights)
- weight_names = []
- for i, (w, val) in enumerate(zip(symbolic_weights, weight_values)):
- if hasattr(w, 'name') and w.name:
- name = str(w.name)
- else:
- name = 'param_' + str(i)
- weight_names.append(name)
- group['weight_names'] = weight_names
- group['weight_values'] = []
- for name, val in zip(weight_names, weight_values):
- group['weight_values'].append(val.copy())
- data['model_weights'] = layer_group
-
- if hasattr(model, 'optimizer'):
- if isinstance(model.optimizer, optimizers.TFOptimizer):
- warnings.warn(
- 'TensorFlow optimizers do not '
- 'make it possible to access '
- 'optimizer attributes or optimizer state '
- 'after instantiation. '
- 'As a result, we cannot save the optimizer '
- 'as part of the model save file.'
- 'You will have to compile your model again after loading it. '
- 'Prefer using a Keras optimizer instead '
- '(see keras.io/optimizers).')
- else:
- data['training_config'] = {
- 'optimizer_config':{
- 'class_name':model.optimizer.__class__.__name__,
- 'config':model.optimizer.get_config()},
- 'loss': model.loss,
- 'metrics': model.metrics,
- 'sample_weight_mode': model.sample_weight_mode,
- 'loss_weights': model.loss_weights,
- }
-
- # save optimizer weights
- symbolic_weights = getattr(model.optimizer, 'weights')
- if symbolic_weights:
- data['optimizer_weights'] = {}
- weight_values = K.batch_get_value(symbolic_weights)
- weight_names = []
- for i, (w, val) in enumerate(zip(symbolic_weights, weight_values)):
- if hasattr(w, 'name') and w.name:
- name = str(w.name)
- else:
- name = 'param_' + str(i)
- weight_names.append(name)
- data['optimizer_weights']['weight_names'] = weight_names
- data['optimizer_weights']['weight_values'] = []
- for name, val in zip(weight_names, weight_values):
- data['optimizer_weights']['weight_values'].append(val.copy())
- return data
-
-def load_model(data):
- # instantiate model
- model_config = data['model_config']
- if model_config is None:
- raise ValueError('No model found in config file.')
-
- model = model_from_config(model_config)
- if hasattr(model, 'flattened_layers'):
- # Support for legacy Sequential/Merge behavior.
- flattened_layers = model.flattened_layers
- else:
- flattened_layers = model.layers
-
- filtered_layers = []
- for layer in flattened_layers:
- weights = layer.weights
- if weights:
- filtered_layers.append(layer)
-
- flattened_layers = filtered_layers
-
- layer_names = data['layer_names']
- filtered_layer_names = []
- for name in layer_names:
- weight_dict = data['model_weights'][name]
- weight_names = weight_dict['weight_names']
- if len(weight_names):
- filtered_layer_names.append(name)
- layer_names = filtered_layer_names
- if len(layer_names) != len(flattened_layers):
- raise ValueError('You are trying to load a weight file '
- 'containing ' + str(len(layer_names)) +
- ' layers into a model with ' +
- str(len(flattened_layers)) + ' layers.')
-
- # We batch weight value assignments in a single backend call
- # which provides a speedup in TensorFlow.
- weight_value_tuples = []
- for k, name in enumerate(layer_names):
- weight_dict = data['model_weights'][name]
- weight_names = weight_dict['weight_names']
- weight_values = weight_dict['weight_values']
- layer = flattened_layers[k]
- symbolic_weights = layer.weights
- if len(weight_values) != len(symbolic_weights):
- raise ValueError('Layer #' + str(k) +
- ' (named "' + layer.name +
- '" in the current model) was found to '
- 'correspond to layer ' + name +
- ' in the save file. '
- 'However the new layer ' + layer.name +
- ' expects ' + str(len(symbolic_weights)) +
- ' weights, but the saved weights have ' +
- str(len(weight_values)) +
- ' elements.')
- if layer.__class__.__name__ == 'Convolution1D':
- # This is for backwards compatibility with
- # the old Conv1D weights format.
- w = weight_values[0]
- shape = w.shape
- if shape[:2] != (layer.filter_length, 1) or shape[3] != layer.nb_filter:
- # Legacy shape:
- # (self.nb_filter, input_dim, self.filter_length, 1)
- assert shape[0] == layer.nb_filter and shape[2:] == (layer.filter_length, 1)
- w = np.transpose(w, (2, 3, 1, 0))
- weight_values[0] = w
- weight_value_tuples += zip(symbolic_weights, weight_values)
- K.batch_set_value(weight_value_tuples)
-
- # instantiate optimizer
- training_config = data.get('training_config')
- if training_config is None:
- warnings.warn('No training configuration found in save file: '
- 'the model was *not* compiled. Compile it manually.')
- return model
- optimizer_config = training_config['optimizer_config']
- optimizer = optimizer_from_config(optimizer_config)
-
- # recover loss functions and metrics
- loss = training_config['loss']
- metrics = training_config['metrics']
- sample_weight_mode = training_config['sample_weight_mode']
- loss_weights = training_config['loss_weights']
-
- # compile model
- model.compile(optimizer=optimizer,
- loss=loss,
- metrics=metrics,
- loss_weights=loss_weights,
- sample_weight_mode=sample_weight_mode)
-
- # set optimizer weights
- if 'optimizer_weights' in data:
- # build train function (to get weight updates)
- if isinstance(model, Sequential):
- model.model._make_train_function()
- else:
- model._make_train_function()
- optimizer_weights_dict = data['optimizer_weights']
- optimizer_weight_names = optimizer_weights_dict['weight_names']
- optimizer_weight_values = optimizer_weights_dict['weight_values']
- model.optimizer.set_weights(optimizer_weight_values)
- return model
\ No newline at end of file
diff --git a/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_save_load.xml b/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_save_load.xml
deleted file mode 100644
index ea4b7b73df51291d6a8f23e2cdc6a0637a42413c..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_save_load.xml
+++ /dev/null
@@ -1,104 +0,0 @@
-<?xml version="1.0"?>
-<ZopeData>
- <record id="1" aka="AAAAAAAAAAE=">
- <pickle>
- <global name="Extension Component" module="erp5.portal_type"/>
- </pickle>
- <pickle>
- <dictionary>
- <item>
- <key> <string>default_reference</string> </key>
- <value> <string>keras_save_load</string> </value>
- </item>
- <item>
- <key> <string>description</string> </key>
- <value>
- <none/>
- </value>
- </item>
- <item>
- <key> <string>id</string> </key>
- <value> <string>keras_save_load</string> </value>
- </item>
- <item>
- <key> <string>portal_type</string> </key>
- <value> <string>Extension Component</string> </value>
- </item>
- <item>
- <key> <string>sid</string> </key>
- <value>
- <none/>
- </value>
- </item>
- <item>
- <key> <string>text_content_error_message</string> </key>
- <value>
- <tuple/>
- </value>
- </item>
- <item>
- <key> <string>text_content_warning_message</string> </key>
- <value>
- <tuple>
- <string>W:182, 4: Unused variable \'optimizer_weight_names\' (unused-variable)</string>
- </tuple>
- </value>
- </item>
- <item>
- <key> <string>version</string> </key>
- <value> <string>erp5</string> </value>
- </item>
- <item>
- <key> <string>workflow_history</string> </key>
- <value>
- <persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
- </value>
- </item>
- </dictionary>
- </pickle>
- </record>
- <record id="2" aka="AAAAAAAAAAI=">
- <pickle>
- <global name="PersistentMapping" module="Persistence.mapping"/>
- </pickle>
- <pickle>
- <dictionary>
- <item>
- <key> <string>data</string> </key>
- <value>
- <dictionary>
- <item>
- <key> <string>component_validation_workflow</string> </key>
- <value>
- <persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
- </value>
- </item>
- </dictionary>
- </value>
- </item>
- </dictionary>
- </pickle>
- </record>
- <record id="3" aka="AAAAAAAAAAM=">
- <pickle>
- <global name="WorkflowHistoryList" module="Products.ERP5Type.patches.WorkflowTool"/>
- </pickle>
- <pickle>
- <tuple>
- <none/>
- <list>
- <dictionary>
- <item>
- <key> <string>action</string> </key>
- <value> <string>validate</string> </value>
- </item>
- <item>
- <key> <string>validation_state</string> </key>
- <value> <string>validated</string> </value>
- </item>
- </dictionary>
- </list>
- </tuple>
- </pickle>
- </record>
-</ZopeData>
diff --git a/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_train_model.py b/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_train_model.py
deleted file mode 100644
index c2380831dfcccc24dfeef1a9222859f232b74f65..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_train_model.py
+++ /dev/null
@@ -1,197 +0,0 @@
-import numpy as np
-import time
-import sys
-import transaction
-
-class Progbar(object):
-
- def output(self, data):
- self.output1(str(data))
-
- def __init__(self, target, width=30, verbose=1, interval=0.01, output=None):
- """Dislays a progress bar.
-
- # Arguments:
- target: Total number of steps expected.
- interval: Minimum visual progress update interval (in seconds).
- """
- self.width = width
- self.target = target
- self.sum_values = {}
- self.unique_values = []
- self.start = time.time()
- self.last_update = 0
- self.interval = interval
- self.total_width = 0
- self.seen_so_far = 0
- self.verbose = verbose
- self.output1 = output
-
- def update(self, current, values=[], force=False):
- """Updates the progress bar.
-
- # Arguments
- current: Index of current step.
- values: List of tuples (name, value_for_last_step).
- The progress bar will display averages for these values.
- force: Whether to force visual progress update.
- """
- for k, v in values:
- if k not in self.sum_values:
- self.sum_values[k] = [v * (current - self.seen_so_far),
- current - self.seen_so_far]
- self.unique_values.append(k)
- else:
- self.sum_values[k][0] += v * (current - self.seen_so_far)
- self.sum_values[k][1] += (current - self.seen_so_far)
- self.seen_so_far = current
-
- now = time.time()
- if self.verbose == 1:
- if not force and (now - self.last_update) < self.interval:
- return
-
- prev_total_width = self.total_width
- #self.output('\b' * prev_total_width)
- self.output('\r')
-
- numdigits = int(np.floor(np.log10(self.target))) + 1
- barstr = '%%%dd/%%%dd [' % (numdigits, numdigits)
- bar = barstr % (current, self.target)
- prog = float(current) / self.target
- prog_width = int(self.width * prog)
- if prog_width > 0:
- bar += ('=' * (prog_width - 1))
- if current < self.target:
- bar += '>'
- else:
- bar += '='
- bar += ('.' * (self.width - prog_width))
- bar += ']'
- self.output(bar)
- self.total_width = len(bar)
-
- if current:
- time_per_unit = (now - self.start) / current
- else:
- time_per_unit = 0
- eta = time_per_unit * (self.target - current)
- info = ''
- if current < self.target:
- info += ' - ETA: %ds' % eta
- else:
- info += ' - %ds' % (now - self.start)
- for k in self.unique_values:
- info += ' - %s:' % k
- if isinstance(self.sum_values[k], list):
- avg = self.sum_values[k][0] / max(1, self.sum_values[k][1])
- if abs(avg) > 1e-3:
- info += ' %.4f' % avg
- else:
- info += ' %.4e' % avg
- else:
- info += ' %s' % self.sum_values[k]
-
- self.total_width += len(info)
- if prev_total_width > self.total_width:
- info += ((prev_total_width - self.total_width) * ' ')
-
- self.output(info)
-
- if current >= self.target:
- self.output('\r\n')
-
- if self.verbose == 2:
- if current >= self.target:
- info = '%ds' % (now - self.start)
- for k in self.unique_values:
- info += ' - %s:' % k
- avg = self.sum_values[k][0] / max(1, self.sum_values[k][1])
- if avg > 1e-3:
- info += ' %.4f' % avg
- else:
- info += ' %.4e' % avg
- self.output(info + "\r\n")
-
- self.last_update = now
-
- def add(self, n, values=[]):
- self.update(self.seen_so_far + n, values)
-
-
-from keras.callbacks import ProgbarLogger as OriginalProgbarLogger
-
-class ProgbarLogger(OriginalProgbarLogger):
-
- def __init__(self, output, verbose=0):
- self.output = output
- self.verbose = verbose
-
- def on_epoch_begin(self, epoch, logs=None):
- if self.verbose:
- self.output('Epoch %d/%d\r\n' % (epoch + 1, self.nb_epoch))
- self.progbar = Progbar(target=self.params['nb_sample'],
- verbose=1, output=self.output)
- self.seen = 0
-
- def on_epoch_end(self, epoch, logs=None):
- super(ProgbarLogger, self).on_epoch_end(epoch, logs)
- if epoch % 10 == 0:
- transaction.commit()
-
-
-seed = 7
-np.random.seed(seed)
-
-from cStringIO import StringIO
-import cPickle
-def save(portal, value):
- data_stream = portal.data_stream_module.wendelin_examples_keras_nn
- data_stream.edit(file=StringIO(cPickle.dumps(value)))
-
-def load(portal):
- data_stream = portal.data_stream_module.wendelin_examples_keras_nn
- data = data_stream.getData()
- if data:
- return cPickle.loads(data)
- else:
- return None
-
-def train(portal):
- # This is just a demo of keras.
- # 1. you can use keras.
- # 2. you can save trained model.
- # 3. you can load trained model.
- from cStringIO import StringIO
- import tensorflow as tf
- sess = tf.Session()
- from keras import backend as K
- K.set_session(sess)
-
- stream = portal.data_stream_module.wendelin_examples_keras_log
- def output(value):
- stream.appendData(value)
-
- saved_model_data = load(portal)
- if saved_model_data is not None:
- model = portal.keras_load_model(saved_model_data)
- else:
- from keras.models import Sequential
- from keras.layers import Dense
- model = Sequential()
- model.add(Dense(12, input_dim=8, init='uniform', activation='relu'))
- model.add(Dense(8, init='uniform', activation='relu'))
- model.add(Dense(1, init='uniform', activation='sigmoid'))
- model.compile(loss='binary_crossentropy', optimizer='adam', metrics=['accuracy'])
-
- dataset = np.loadtxt(StringIO(str(portal.portal_skins.erp5_wendelin_examples_keras['pima.csv'])), delimiter=',')
- X = dataset[:, 0:8]
- Y = dataset[:, 8]
-
- model.fit(X, Y, nb_epoch=20, batch_size=10, callbacks=[ProgbarLogger(output)])
- scores = model.evaluate(X, Y)
- output('%s: %.2f%%' % (model.metrics_names[1], scores[1]*100))
- model_dict = portal.keras_save_model(model)
- K.clear_session()
- save(portal, model_dict)
- return model_dict
diff --git a/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_train_model.xml b/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_train_model.xml
deleted file mode 100644
index c6764518166a74cf40584a3d80a8c478b2a0dbe5..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_train_model.xml
+++ /dev/null
@@ -1,216 +0,0 @@
-<?xml version="1.0"?>
-<ZopeData>
- <record id="1" aka="AAAAAAAAAAE=">
- <pickle>
- <global name="Extension Component" module="erp5.portal_type"/>
- </pickle>
- <pickle>
- <dictionary>
- <item>
- <key> <string>_recorded_property_dict</string> </key>
- <value>
- <persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
- </value>
- </item>
- <item>
- <key> <string>default_reference</string> </key>
- <value> <string>keras_train_model</string> </value>
- </item>
- <item>
- <key> <string>description</string> </key>
- <value>
- <none/>
- </value>
- </item>
- <item>
- <key> <string>id</string> </key>
- <value> <string>keras_train_model</string> </value>
- </item>
- <item>
- <key> <string>portal_type</string> </key>
- <value> <string>Extension Component</string> </value>
- </item>
- <item>
- <key> <string>sid</string> </key>
- <value>
- <none/>
- </value>
- </item>
- <item>
- <key> <string>text_content_error_message</string> </key>
- <value>
- <tuple/>
- </value>
- </item>
- <item>
- <key> <string>text_content_warning_message</string> </key>
- <value>
- <tuple>
- <string>W: 8, 0: Bad indentation. Found 4 spaces, expected 2 (bad-indentation)</string>
- <string>W: 9, 0: Bad indentation. Found 6 spaces, expected 4 (bad-indentation)</string>
- <string>W: 11, 0: Bad indentation. Found 4 spaces, expected 2 (bad-indentation)</string>
- <string>W: 12, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 18, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 19, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 20, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 21, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 22, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 23, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 24, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 25, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 26, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 27, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 28, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 30, 0: Bad indentation. Found 4 spaces, expected 2 (bad-indentation)</string>
- <string>W: 31, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 39, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 40, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 41, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 43, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 44, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 45, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 46, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 47, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 49, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 50, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 51, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 52, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 54, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 56, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 58, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 59, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 60, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 61, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 62, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 63, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 64, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 65, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 66, 0: Bad indentation. Found 20 spaces, expected 10 (bad-indentation)</string>
- <string>W: 67, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 68, 0: Bad indentation. Found 20 spaces, expected 10 (bad-indentation)</string>
- <string>W: 69, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 70, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 71, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 72, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 74, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 75, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 76, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 77, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 78, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 79, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 80, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 81, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 82, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 83, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 84, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 85, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 86, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 87, 0: Bad indentation. Found 20 spaces, expected 10 (bad-indentation)</string>
- <string>W: 88, 0: Bad indentation. Found 20 spaces, expected 10 (bad-indentation)</string>
- <string>W: 89, 0: Bad indentation. Found 24 spaces, expected 12 (bad-indentation)</string>
- <string>W: 90, 0: Bad indentation. Found 20 spaces, expected 10 (bad-indentation)</string>
- <string>W: 91, 0: Bad indentation. Found 24 spaces, expected 12 (bad-indentation)</string>
- <string>W: 92, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 93, 0: Bad indentation. Found 20 spaces, expected 10 (bad-indentation)</string>
- <string>W: 95, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 96, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W: 97, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W: 99, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W:101, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W:102, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W:104, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W:105, 0: Bad indentation. Found 12 spaces, expected 6 (bad-indentation)</string>
- <string>W:106, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W:107, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W:108, 0: Bad indentation. Found 20 spaces, expected 10 (bad-indentation)</string>
- <string>W:109, 0: Bad indentation. Found 20 spaces, expected 10 (bad-indentation)</string>
- <string>W:110, 0: Bad indentation. Found 20 spaces, expected 10 (bad-indentation)</string>
- <string>W:111, 0: Bad indentation. Found 24 spaces, expected 12 (bad-indentation)</string>
- <string>W:112, 0: Bad indentation. Found 20 spaces, expected 10 (bad-indentation)</string>
- <string>W:113, 0: Bad indentation. Found 24 spaces, expected 12 (bad-indentation)</string>
- <string>W:114, 0: Bad indentation. Found 16 spaces, expected 8 (bad-indentation)</string>
- <string>W:116, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W:118, 0: Bad indentation. Found 4 spaces, expected 2 (bad-indentation)</string>
- <string>W:119, 0: Bad indentation. Found 8 spaces, expected 4 (bad-indentation)</string>
- <string>W: 30, 4: Dangerous default value [] as argument (dangerous-default-value)</string>
- <string>W:118, 4: Dangerous default value [] as argument (dangerous-default-value)</string>
- <string>W:126, 2: __init__ method from base class \'ProgbarLogger\' is not called (super-init-not-called)</string>
- <string>W:165, 2: Redefining name \'StringIO\' from outer scope (line 146) (redefined-outer-name)</string>
- <string>W:165, 2: Reimport \'StringIO\' (imported line 146) (reimported)</string>
- <string>W: 3, 0: Unused import sys (unused-import)</string>
- </tuple>
- </value>
- </item>
- <item>
- <key> <string>version</string> </key>
- <value> <string>erp5</string> </value>
- </item>
- <item>
- <key> <string>workflow_history</string> </key>
- <value>
- <persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
- </value>
- </item>
- </dictionary>
- </pickle>
- </record>
- <record id="2" aka="AAAAAAAAAAI=">
- <pickle>
- <global name="PersistentMapping" module="Persistence.mapping"/>
- </pickle>
- <pickle>
- <dictionary>
- <item>
- <key> <string>data</string> </key>
- <value>
- <dictionary/>
- </value>
- </item>
- </dictionary>
- </pickle>
- </record>
- <record id="3" aka="AAAAAAAAAAM=">
- <pickle>
- <global name="PersistentMapping" module="Persistence.mapping"/>
- </pickle>
- <pickle>
- <dictionary>
- <item>
- <key> <string>data</string> </key>
- <value>
- <dictionary>
- <item>
- <key> <string>component_validation_workflow</string> </key>
- <value>
- <persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
- </value>
- </item>
- </dictionary>
- </value>
- </item>
- </dictionary>
- </pickle>
- </record>
- <record id="4" aka="AAAAAAAAAAQ=">
- <pickle>
- <global name="WorkflowHistoryList" module="Products.ERP5Type.patches.WorkflowTool"/>
- </pickle>
- <pickle>
- <tuple>
- <none/>
- <list>
- <dictionary>
- <item>
- <key> <string>action</string> </key>
- <value> <string>validate</string> </value>
- </item>
- <item>
- <key> <string>validation_state</string> </key>
- <value> <string>validated</string> </value>
- </item>
- </dictionary>
- </list>
- </tuple>
- </pickle>
- </record>
-</ZopeData>
diff --git a/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_vgg16_predict.py b/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_vgg16_predict.py
deleted file mode 100644
index 476ddfd38c5ac853cce11ce1f12c610d451791fc..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_vgg16_predict.py
+++ /dev/null
@@ -1,16 +0,0 @@
-from keras.applications.vgg16 import VGG16, preprocess_input, decode_predictions
-from keras.preprocessing import image
-import numpy as np
-from cStringIO import StringIO
-import PIL.Image
-
-model = VGG16(weights='imagenet')
-
-def predict(image_document):
- img = PIL.Image.open(StringIO(image_document.getData()))
- img = img.resize((224, 224))
- x = image.img_to_array(img)
- x = np.expand_dims(x, axis=0)
- preds = model.predict(preprocess_input(x))
- results = decode_predictions(preds, top=5)[0]
- return results
diff --git a/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_vgg16_predict.xml b/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_vgg16_predict.xml
deleted file mode 100644
index fc565f4f8289c90f14e4c34b87e4541438090cc4..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/ExtensionTemplateItem/portal_components/keras_vgg16_predict.xml
+++ /dev/null
@@ -1,123 +0,0 @@
-<?xml version="1.0"?>
-<ZopeData>
- <record id="1" aka="AAAAAAAAAAE=">
- <pickle>
- <global name="Extension Component" module="erp5.portal_type"/>
- </pickle>
- <pickle>
- <dictionary>
- <item>
- <key> <string>_recorded_property_dict</string> </key>
- <value>
- <persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
- </value>
- </item>
- <item>
- <key> <string>default_reference</string> </key>
- <value> <string>keras_vgg16_predict</string> </value>
- </item>
- <item>
- <key> <string>description</string> </key>
- <value>
- <none/>
- </value>
- </item>
- <item>
- <key> <string>id</string> </key>
- <value> <string>keras_vgg16_predict</string> </value>
- </item>
- <item>
- <key> <string>portal_type</string> </key>
- <value> <string>Extension Component</string> </value>
- </item>
- <item>
- <key> <string>sid</string> </key>
- <value>
- <none/>
- </value>
- </item>
- <item>
- <key> <string>text_content_error_message</string> </key>
- <value>
- <tuple/>
- </value>
- </item>
- <item>
- <key> <string>text_content_warning_message</string> </key>
- <value>
- <tuple/>
- </value>
- </item>
- <item>
- <key> <string>version</string> </key>
- <value> <string>erp5</string> </value>
- </item>
- <item>
- <key> <string>workflow_history</string> </key>
- <value>
- <persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
- </value>
- </item>
- </dictionary>
- </pickle>
- </record>
- <record id="2" aka="AAAAAAAAAAI=">
- <pickle>
- <global name="PersistentMapping" module="Persistence.mapping"/>
- </pickle>
- <pickle>
- <dictionary>
- <item>
- <key> <string>data</string> </key>
- <value>
- <dictionary/>
- </value>
- </item>
- </dictionary>
- </pickle>
- </record>
- <record id="3" aka="AAAAAAAAAAM=">
- <pickle>
- <global name="PersistentMapping" module="Persistence.mapping"/>
- </pickle>
- <pickle>
- <dictionary>
- <item>
- <key> <string>data</string> </key>
- <value>
- <dictionary>
- <item>
- <key> <string>component_validation_workflow</string> </key>
- <value>
- <persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
- </value>
- </item>
- </dictionary>
- </value>
- </item>
- </dictionary>
- </pickle>
- </record>
- <record id="4" aka="AAAAAAAAAAQ=">
- <pickle>
- <global name="WorkflowHistoryList" module="Products.ERP5Type.patches.WorkflowTool"/>
- </pickle>
- <pickle>
- <tuple>
- <none/>
- <list>
- <dictionary>
- <item>
- <key> <string>action</string> </key>
- <value> <string>validate</string> </value>
- </item>
- <item>
- <key> <string>validation_state</string> </key>
- <value> <string>validated</string> </value>
- </item>
- </dictionary>
- </list>
- </tuple>
- </pickle>
- </record>
-</ZopeData>
diff --git a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras.xml b/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras.xml
deleted file mode 100644
index 84824298520b6f0eb35568ee93a7822f51e7007b..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras.xml
+++ /dev/null
@@ -1,26 +0,0 @@
-<?xml version="1.0"?>
-<ZopeData>
- <record id="1" aka="AAAAAAAAAAE=">
- <pickle>
- <global name="Folder" module="OFS.Folder"/>
- </pickle>
- <pickle>
- <dictionary>
- <item>
- <key> <string>_objects</string> </key>
- <value>
- <tuple/>
- </value>
- </item>
- <item>
- <key> <string>id</string> </key>
- <value> <string>erp5_wendelin_examples_keras</string> </value>
- </item>
- <item>
- <key> <string>title</string> </key>
- <value> <string></string> </value>
- </item>
- </dictionary>
- </pickle>
- </record>
-</ZopeData>
diff --git a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/README.erp5_wendelin_examples_keras.txt.txt b/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/README.erp5_wendelin_examples_keras.txt.txt
deleted file mode 100644
index 1e9329b7056746e23453cba07cf249290b89fd40..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/README.erp5_wendelin_examples_keras.txt.txt
+++ /dev/null
@@ -1,11 +0,0 @@
-You need a wendelin instance that contains keras.
-Use this software release to built it.
-https://lab.nexedi.com/nexedi/slapos/raw/master/software/wendelin/software-kerastensorflow.cfg
-
-call_keras_vgg16_predict
---------------------------
-You can use a trained neural network for image classification.
-
-call_train_keras and call_read_keras_log
---------------------------------------------
-You can train and save and load neural network. Call call_train_keras, you can run a model training and save the model in a data stream. Next time you run, it loads the model from the data stream and continue training. You can use call_read_keras_log to read keras output.
diff --git a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/README.erp5_wendelin_examples_keras.txt.xml b/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/README.erp5_wendelin_examples_keras.txt.xml
deleted file mode 100644
index 87a469400dfc1d3de03a501ce0dc0078b9a3c5f3..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/README.erp5_wendelin_examples_keras.txt.xml
+++ /dev/null
@@ -1,28 +0,0 @@
-<?xml version="1.0"?>
-<ZopeData>
- <record id="1" aka="AAAAAAAAAAE=">
- <pickle>
- <global name="File" module="OFS.Image"/>
- </pickle>
- <pickle>
- <dictionary>
- <item>
- <key> <string>__name__</string> </key>
- <value> <string>README.erp5_wendelin_examples_keras.txt</string> </value>
- </item>
- <item>
- <key> <string>content_type</string> </key>
- <value> <string>text/plain</string> </value>
- </item>
- <item>
- <key> <string>precondition</string> </key>
- <value> <string></string> </value>
- </item>
- <item>
- <key> <string>title</string> </key>
- <value> <string></string> </value>
- </item>
- </dictionary>
- </pickle>
- </record>
-</ZopeData>
diff --git a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_keras_vgg16_predict.py b/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_keras_vgg16_predict.py
deleted file mode 100644
index 2d123b8638c15847ab950d171092c0b416500221..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_keras_vgg16_predict.py
+++ /dev/null
@@ -1,4 +0,0 @@
-for i in context.keras_vgg16_predict(context.image_module[image_document_id]):
- print i
-
-return printed
diff --git a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_keras_vgg16_predict.xml b/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_keras_vgg16_predict.xml
deleted file mode 100644
index ab7b46998ca875a1fddb2632e3b3fa4584f47cc4..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_keras_vgg16_predict.xml
+++ /dev/null
@@ -1,62 +0,0 @@
-<?xml version="1.0"?>
-<ZopeData>
- <record id="1" aka="AAAAAAAAAAE=">
- <pickle>
- <global name="PythonScript" module="Products.PythonScripts.PythonScript"/>
- </pickle>
- <pickle>
- <dictionary>
- <item>
- <key> <string>Script_magic</string> </key>
- <value> <int>3</int> </value>
- </item>
- <item>
- <key> <string>_bind_names</string> </key>
- <value>
- <object>
- <klass>
- <global name="NameAssignments" module="Shared.DC.Scripts.Bindings"/>
- </klass>
- <tuple/>
- <state>
- <dictionary>
- <item>
- <key> <string>_asgns</string> </key>
- <value>
- <dictionary>
- <item>
- <key> <string>name_container</string> </key>
- <value> <string>container</string> </value>
- </item>
- <item>
- <key> <string>name_context</string> </key>
- <value> <string>context</string> </value>
- </item>
- <item>
- <key> <string>name_m_self</string> </key>
- <value> <string>script</string> </value>
- </item>
- <item>
- <key> <string>name_subpath</string> </key>
- <value> <string>traverse_subpath</string> </value>
- </item>
- </dictionary>
- </value>
- </item>
- </dictionary>
- </state>
- </object>
- </value>
- </item>
- <item>
- <key> <string>_params</string> </key>
- <value> <string>image_document_id</string> </value>
- </item>
- <item>
- <key> <string>id</string> </key>
- <value> <string>call_keras_vgg16_predict</string> </value>
- </item>
- </dictionary>
- </pickle>
- </record>
-</ZopeData>
diff --git a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_read_keras_log.py b/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_read_keras_log.py
deleted file mode 100644
index e174dc4996db62abcedcc60d4f3edd9fa13ea2fb..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_read_keras_log.py
+++ /dev/null
@@ -1 +0,0 @@
-return context.data_stream_module.wendelin_examples_keras_log.getData()
diff --git a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_read_keras_log.xml b/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_read_keras_log.xml
deleted file mode 100644
index 2a02272dec47fa46684a054458bf76ad5516ebfb..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_read_keras_log.xml
+++ /dev/null
@@ -1,62 +0,0 @@
-<?xml version="1.0"?>
-<ZopeData>
- <record id="1" aka="AAAAAAAAAAE=">
- <pickle>
- <global name="PythonScript" module="Products.PythonScripts.PythonScript"/>
- </pickle>
- <pickle>
- <dictionary>
- <item>
- <key> <string>Script_magic</string> </key>
- <value> <int>3</int> </value>
- </item>
- <item>
- <key> <string>_bind_names</string> </key>
- <value>
- <object>
- <klass>
- <global name="NameAssignments" module="Shared.DC.Scripts.Bindings"/>
- </klass>
- <tuple/>
- <state>
- <dictionary>
- <item>
- <key> <string>_asgns</string> </key>
- <value>
- <dictionary>
- <item>
- <key> <string>name_container</string> </key>
- <value> <string>container</string> </value>
- </item>
- <item>
- <key> <string>name_context</string> </key>
- <value> <string>context</string> </value>
- </item>
- <item>
- <key> <string>name_m_self</string> </key>
- <value> <string>script</string> </value>
- </item>
- <item>
- <key> <string>name_subpath</string> </key>
- <value> <string>traverse_subpath</string> </value>
- </item>
- </dictionary>
- </value>
- </item>
- </dictionary>
- </state>
- </object>
- </value>
- </item>
- <item>
- <key> <string>_params</string> </key>
- <value> <string></string> </value>
- </item>
- <item>
- <key> <string>id</string> </key>
- <value> <string>call_read_keras_log</string> </value>
- </item>
- </dictionary>
- </pickle>
- </record>
-</ZopeData>
diff --git a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_train_keras.py b/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_train_keras.py
deleted file mode 100644
index e0a49e2933839bb86594a41af9cd4cfbb26596a6..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_train_keras.py
+++ /dev/null
@@ -1 +0,0 @@
-return context.organisation_module.keras_train_model(context.getPortalObject())
diff --git a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_train_keras.xml b/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_train_keras.xml
deleted file mode 100644
index c923a5aa95ec33069aa5f11df66c731ebd31ee26..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/call_train_keras.xml
+++ /dev/null
@@ -1,62 +0,0 @@
-<?xml version="1.0"?>
-<ZopeData>
- <record id="1" aka="AAAAAAAAAAE=">
- <pickle>
- <global name="PythonScript" module="Products.PythonScripts.PythonScript"/>
- </pickle>
- <pickle>
- <dictionary>
- <item>
- <key> <string>Script_magic</string> </key>
- <value> <int>3</int> </value>
- </item>
- <item>
- <key> <string>_bind_names</string> </key>
- <value>
- <object>
- <klass>
- <global name="NameAssignments" module="Shared.DC.Scripts.Bindings"/>
- </klass>
- <tuple/>
- <state>
- <dictionary>
- <item>
- <key> <string>_asgns</string> </key>
- <value>
- <dictionary>
- <item>
- <key> <string>name_container</string> </key>
- <value> <string>container</string> </value>
- </item>
- <item>
- <key> <string>name_context</string> </key>
- <value> <string>context</string> </value>
- </item>
- <item>
- <key> <string>name_m_self</string> </key>
- <value> <string>script</string> </value>
- </item>
- <item>
- <key> <string>name_subpath</string> </key>
- <value> <string>traverse_subpath</string> </value>
- </item>
- </dictionary>
- </value>
- </item>
- </dictionary>
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deleted file mode 100644
index b7a8bac7952142d6d79fa20e57e24339eac1a11e..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/keras_load_model.xml
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deleted file mode 100644
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deleted file mode 100644
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\ No newline at end of file
diff --git a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/pima.csv.xml b/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/pima.csv.xml
deleted file mode 100644
index ac4f5cd36398f3641eaac44b768486238f902540..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/SkinTemplateItem/portal_skins/erp5_wendelin_examples_keras/pima.csv.xml
+++ /dev/null
@@ -1,28 +0,0 @@
-<?xml version="1.0"?>
-<ZopeData>
- <record id="1" aka="AAAAAAAAAAE=">
- <pickle>
- <global name="File" module="OFS.Image"/>
- </pickle>
- <pickle>
- <dictionary>
- <item>
- <key> <string>__name__</string> </key>
- <value> <string>pima.csv</string> </value>
- </item>
- <item>
- <key> <string>content_type</string> </key>
- <value> <string>text/csv</string> </value>
- </item>
- <item>
- <key> <string>precondition</string> </key>
- <value> <string></string> </value>
- </item>
- <item>
- <key> <string>title</string> </key>
- <value> <string></string> </value>
- </item>
- </dictionary>
- </pickle>
- </record>
-</ZopeData>
diff --git a/bt5/erp5_wendelin_examples_keras/bt/description b/bt5/erp5_wendelin_examples_keras/bt/description
deleted file mode 100644
index ebebe9e1ca81571d1b74095449f88d7782be858b..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/bt/description
+++ /dev/null
@@ -1,2 +0,0 @@
-Primitive examples of Keras in wendelin.
-https://keras.io/
\ No newline at end of file
diff --git a/bt5/erp5_wendelin_examples_keras/bt/template_extension_id_list b/bt5/erp5_wendelin_examples_keras/bt/template_extension_id_list
deleted file mode 100644
index 473efae9ab16a3816b6371ddc94c98483d1ed0b2..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/bt/template_extension_id_list
+++ /dev/null
@@ -1,3 +0,0 @@
-keras_save_load
-keras_train_model
-keras_vgg16_predict
\ No newline at end of file
diff --git a/bt5/erp5_wendelin_examples_keras/bt/template_format_version b/bt5/erp5_wendelin_examples_keras/bt/template_format_version
deleted file mode 100644
index 56a6051ca2b02b04ef92d5150c9ef600403cb1de..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/bt/template_format_version
+++ /dev/null
@@ -1 +0,0 @@
-1
\ No newline at end of file
diff --git a/bt5/erp5_wendelin_examples_keras/bt/template_skin_id_list b/bt5/erp5_wendelin_examples_keras/bt/template_skin_id_list
deleted file mode 100644
index a7d3865db0c358681d49dc578c40871174a013af..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/bt/template_skin_id_list
+++ /dev/null
@@ -1 +0,0 @@
-erp5_wendelin_examples_keras
\ No newline at end of file
diff --git a/bt5/erp5_wendelin_examples_keras/bt/title b/bt5/erp5_wendelin_examples_keras/bt/title
deleted file mode 100644
index a7d3865db0c358681d49dc578c40871174a013af..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/bt/title
+++ /dev/null
@@ -1 +0,0 @@
-erp5_wendelin_examples_keras
\ No newline at end of file
diff --git a/bt5/erp5_wendelin_examples_keras/bt/version b/bt5/erp5_wendelin_examples_keras/bt/version
deleted file mode 100644
index ceab6e11ece0bcec917c12e11d350946f085d549..0000000000000000000000000000000000000000
--- a/bt5/erp5_wendelin_examples_keras/bt/version
+++ /dev/null
@@ -1 +0,0 @@
-0.1
\ No newline at end of file