def on_enter(self, onsuccess=False): '''Series of actions to be performed when Schedule screen is entered ''' self.ids.accordian_days.clear_widgets() from network import get_data # this should update the file on disk print onsuccess event = get_data('event', onsuccess=onsuccess) schedule = get_data('schedule', onsuccess=onsuccess) # read the file from disk app.event_name = event['name'] app.venue_name = event['venue'] start_date = event['start_date'] end_date = event['end_date'] dates = schedule['results'][0].keys() dates = sorted(dates, key=lambda x: datetime.datetime.strptime(x, '%Y-%m-%d')) for date in dates: cday = Factory.AccordionItem(title=date) self.ids.accordian_days.add_widget(cday) sched = schedule['results'][0][date] items = len(sched) sv = ScrollView() gl = GridLayout(cols=4, size_hint_y=None, padding='2dp', spacing='2dp') gl.bind(minimum_height=gl.setter('height')) for x in ['Time', 'Title', 'talk Type', 'Speaker']: ts = Factory.TimeSlice(text=x) gl.add_widget(ts) i = 0 for i in xrange(0, items): start_time = sched[i]['start_time'] end_time = sched[i]['end_time'] l = Label(text="%s - %s" % (start_time, end_time)) gl.add_widget(l) gl.add_widget( Label(text=sched[i]['title'], height='27dp', size_hint_y=None)) gl.add_widget( Label(text=sched[i]['type'], height='27dp', size_hint_y=None)) gl.add_widget( Label(text=sched[i]['speaker_name'], height='27dp', size_hint_y=None)) i += 1 sv.add_widget(gl) cday.add_widget(sv)
def on_enter(self, onsuccess=False): from network import get_data community = get_data('community', onsuccess=onsuccess) if not community: return community = community.get('0.0.1')[0] self.ids.bcklbl.text = community['about'] self.ids.aimg.source = community['photo'] social_comm = community['social'] # social_len = len(social_comm) app = App.get_running_app() gl = self.ids.container gl.clear_widgets() import webbrowser for social_acc, social_link in social_comm.items(): imbt = Factory.ImBut() imbt.color = app.base_active_bright imbt.source = 'atlas://data/default/' + social_acc.lower() imbt.on_released = partial(webbrowser.open, social_link) gl.add_widget(imbt) Factory.Animation(opacity=1, d=.5).start(self.ids.main)
def on_enter(self, onsuccess=False): container = self.ids.main container.clear_widgets() data = get_data('devsprint', onsuccess=onsuccess).get('0.0.1', {}) main = self.ids.main main.add_widget(Factory.devsprint(data=data)) Factory.Animation(opacity=1, d=.5).start(container)
def on_enter(self): '''Series of actions to be performed when Schedule screen is entered ''' self.ids.accordian_days.clear_widgets() from network import get_data # this should update the file on disk event = get_data('event') schedule = get_data('schedule') # read the file from disk app.event_name = event['name'] app.venue_name = event['venue'] start_date = event['start_date'] end_date = event['end_date'] dates = schedule['results'][0].keys() for date in dates: cday = Factory.AccordionItem(title=date) self.ids.accordian_days.add_widget(cday) sched = schedule['results'][0][date] items = len(sched) sv = ScrollView() gl = GridLayout(cols=1, size_hint_y=None, padding='2dp', spacing='2dp') i = 0 for i in xrange(0, items): app.start_time = sched[i]['start_time'] app.end_time = sched[i]['end_time'] ts = Factory.TimeSlice() gl.add_widget(ts) gl.add_widget(Label(text=sched[i]['title'], height='27dp', size_hint_y=None)) gl.add_widget(Label(text='Type: ' + sched[i]['type'], height='27dp', size_hint_y=None)) gl.add_widget(Label(text='Speaker: ' + sched[i]['speaker_name'], height='27dp', size_hint_y=None)) i+=1 sv.add_widget(gl) cday.add_widget(sv)
def on_enter(self, onsuccess=False): container = self.ids.main container.clear_widgets() data = get_data('devsprint', onsuccess=onsuccess).get('0.0.1', {}) main = self.ids.main main.add_widget(Factory.devsprint(data=data)) Factory.Animation(opacity=1, d=.5).start(container) self.data = data
def on_enter(self, onsuccess=False): container = self.ids.container if self.from_back: Factory.Animation(opacity=1, d=.3).start(container) return if len(container.children) > 2: container.remove_widget(container.children[0]) from network import get_data talks = get_data('tracks', onsuccess=onsuccess) gl = None if not talks: return try: talk_info = talks['0.0.1'][0][self.talkid] except KeyError: # no details for this talk exist... # let's go back to previous screen from utils import go_back_in_history go_back_in_history() return self.ids.talk_title.text = talk_info['title'] self.ids.talk_desc.text = talk_info['description'] if 'speaker' in talk_info.keys(): speaker = talk_info['speaker'] if speaker['name']: self._speaker_name = speaker['name'] speaker_details = SpeakerDetails(speaker=speaker) if 'social' in speaker: speaker_social = speaker['social'] items = speaker_social.items() social_len = len(items) gl = GridLayout(cols=social_len, size_hint_y=None, padding='2dp', spacing='2dp') import webbrowser # update data for share button if 'proposal' in speaker_social: self.ids.but_share.data = "Checkout this talk '" \ + speaker_social['proposal'] + "' by '"\ + speaker['name'] + "' @ http://Blockchaincon.io " # display social buttons for social_acc, social_link in items: imbt = Factory.ImBut() imbt.source = 'atlas://data/default/' + \ social_acc.lower() imbt.on_released = partial(webbrowser.open, social_link) imbt.color = app.base_active_bright[:3] + [.9] gl.add_widget(imbt) speaker_details.add_widget(gl) self.ids.container.add_widget(speaker_details) Factory.Animation(opacity=1, d=.3).start(container) self.ids.scroll.scroll_y = 1
def on_enter(self, onsuccess=False): container = self.ids.container if self.from_back: Factory.Animation(opacity=1, d=.3).start(container) return if len(container.children) > 2: container.remove_widget(container.children[0]) from network import get_data talks = get_data('tracks', onsuccess=onsuccess) gl = None if not talks: return try: talk_info = talks['0.0.1'][0][self.talkid] except KeyError: # no details for this talk exist... # let's go back to previous screen from utils import go_back_in_history go_back_in_history() return self.ids.talk_title.text = talk_info['title'] self.ids.talk_desc.text = talk_info['description'] if 'speaker' in talk_info.keys(): speaker = talk_info['speaker'] if speaker['name']: speaker_details = SpeakerDetails(speaker=speaker) if 'social' in speaker: speaker_social = speaker['social'] items = speaker_social.items() social_len = len(items) gl = GridLayout(cols=social_len, size_hint_y=None, padding='2dp', spacing='2dp') import webbrowser # update data for share button if 'proposal' in speaker_social: self.ids.but_share.data = "Checkout this talk " \ + speaker_social['proposal'] + " by "\ + speaker['name'] # display social buttons for social_acc, social_link in items: imbt = Factory.ImBut() imbt.source = 'atlas://data/default/' + \ social_acc.lower() imbt.on_released = partial( webbrowser.open, social_link) imbt.color = app.base_active_bright[:3] + [.9] gl.add_widget(imbt) speaker_details.add_widget(gl) self.ids.container.add_widget(speaker_details) Factory.Animation(opacity=1, d=.3).start(container) self.ids.scroll.scroll_y = 1
def run(self): number_of_iteration = get_num_batch(len(self.file_list), self.batch_size) images_feature = None for batch_index in xrange(number_of_iteration): images = [] for f in self.file_list[(batch_index) * self.batch_size: (batch_index+1) * self.batch_size]: # if image are not valid formate reject it try: image = cv2.imread(sys.argv[1]+'/'+f) if image is None: raise Exception('image cannot be read') except Exception as e: print e continue self.file_list_paths_success.append(sys.argv[1]+'/'+f) image = create_fixed_image_shape(image, frame_size=(227, 227, 3)) images.append(image) images = np.asarray(images) input_image = np.transpose(images, (0, 3, 1, 2)) # do lock on global net object network_lock.acquire() # data from network, But you can replace with your own data source data, _ = network.get_data(net, input_image) network_lock.release() if images_feature is None: images_feature = data else: images_feature = np.vstack((images_feature, data)) status_lock.acquire() if np.isnan(np.min(images_feature)): print "write data from thread_id->", self.thread_id, 'feature_shape', images_feature.shape, 'Found NaN' # images_feature = images_feature.nan_to_num() else: print "write data from thread_id->", self.thread_id, 'feature_shape', images_feature.shape CreateData.completed_chunks = CreateData.completed_chunks + 1 print 'percentage of task completed', (CreateData.completed_chunks/float(len(chunks))) * 100, "images_feature shape", images_feature.shape print "created data from thread_id->", self.thread_id status_lock.release() self.q.put((images_feature, self.thread_id))
def on_enter(self, onsuccess=False): from network import get_data about = get_data('about', onsuccess=onsuccess) if not about: return about = about.get('0.0.1')[0] imbt = self.ids.imgbt imbt.source = about['logo'] self.ids.but.on_released = partial(webbrowser.open, about['website']) self.ids.comm_desc.text = about['about'] Factory.Animation(opacity=1, d=.5).start(self.ids.scroll)
def on_enter(self, onsuccess=False): '''Series of actions to be performed when Schedule screen is entered ''' # this should update the file on disk sponsors = get_data('sponsors', onsuccess=onsuccess) if not sponsors: return sponsors = sponsors.get('0.0.1') main_box = self.ids.main main_box.clear_widgets() for s in sponsors: bl = Factory.Sponsor(size_hint_y=.8 / len(sponsors), data=s) main_box.add_widget(bl)
def on_enter(self, onsuccess=False): '''Series of actions to be performed when Schedule screen is entered ''' # this should update the file on disk sponsors = get_data('sponsors', onsuccess=onsuccess) if not sponsors: return sponsors = sponsors.get('0.0.1') main_box = self.ids.main; main_box.clear_widgets() for s in sponsors: bl = Factory.Sponsor(size_hint_y=.8/len(sponsors), data=s) main_box.add_widget(bl) footer = Factory.Footer() main_box.add_widget(footer)
def on_enter(self, onsuccess=False): container = self.ids.container if self.from_back: return if len(container.children) > 2: container.remove_widget(container.children[0]) from network import get_data talks = get_data('tracks', onsuccess=onsuccess) gl = None if not talks: return talk_info = talks['0.0.1'][0][self.talkid] self.ids.talk_title.text = talk_info['title'] self.ids.talk_desc.text = talk_info['description'] if 'speaker' in talk_info.keys(): speaker = talk_info['speaker'] if speaker['name']: speaker_details = SpeakerDetails(speaker=speaker) if 'social' in speaker: speaker_social = speaker['social'][0] social_len = len(speaker_social) gl = GridLayout(cols=social_len, size_hint_y=None, padding='2dp', spacing='2dp') import webbrowser for social_acc, social_link in speaker_social.items(): imbt = Factory.ImBut() imbt.source = 'atlas://data/default/' + social_acc.lower( ) imbt.on_released = partial(webbrowser.open, social_link) gl.add_widget(imbt) speaker_details.add_widget(gl) self.ids.container.add_widget(speaker_details) Factory.Animation(opacity=1, d=.3).start(container) self.ids.scroll.scroll_y = 1
def main(config, s): s.connect((config["ip"], config["port"])) io = s.makefile('rw') network.write('login %s %s' % (config["user"], config["password"]), io) planet_distance = "" while True: json_data = network.get_data(io) if json_data: if data.extract_winner(json_data): exit(0) own_id = data.extract_own_id(json_data) my_planets = data.extract_my_planets(json_data, own_id) enemy_planets = data.extract_enemy_planets(json_data, own_id) my_planet_id = data.extract_my_planet_ids(json_data, own_id) print "own_id: " + str(own_id) print "my_planets: " + str(my_planets) print "enemy_planets: " + str(enemy_planets) network.write("nop", io)
for batch_index in xrange(number_of_iteration): images = [] for f in file_list[(batch_index) * batch_size: (batch_index+1) * batch_size]: image = cv2.imread(sys.argv[1]+'/'+f) if image is None: continue image = create_fixed_image_shape(image, frame_size=(227, 227, 3)) images.append(image) images = np.asarray(images) input_image = np.transpose(images, (0, 3, 1, 2)) # data from network, But you can replace with your own data source data, _ = network.get_data(net, input_image) # vertically append data to images_feature if images_feature is None: images_feature = data else: images_feature = np.vstack((images_feature, data)) if batch_index%10 == 0: print ((batch_index+1)/float(number_of_iteration)) * 100, 'completed' if images_feature.shape[0]/batch_size_cluster == 1: print 'fiting model for data of shape', images_feature.shape clr.partial_fit(images_feature) images_feature = None
bounded_box_list = filter_by_boundray_ratio( filter_by_size(bounded_box_list)) print "predicting labels for bounded box" images = [] for bb in bounded_box_list: sub_img = img[bb[1]:bb[3], bb[0]:bb[2]] images.append( create_fixed_image_shape(sub_img, frame_size=network.IMAGE_SHAPE, mode='fit')) images = np.asarray(images) images = np.transpose(images, (0, 3, 1, 2)) prob = network.get_data(net, images) max_label = np.argmax(prob, axis=1) max_label_prob = np.max(prob, axis=1) result = map_max_label_bb(map_id_word, bounded_box_list, max_label, max_label_prob) for d in result: bb = d['bounded_box'] label = d['label'] if d['prob'] >= 0.2: color = generate_random_color() cv2.putText(img, label, (bb[0], bb[1]), cv2.FONT_HERSHEY_SIMPLEX, 1, color, 2) cv2.rectangle(img, (bb[0], bb[1]), (bb[2], bb[3]), color, 2) cv2.imwrite(sys.argv[2], img)
def on_enter(self, onsuccess=False): '''Series of actions to be performed when Schedule screen is entered ''' container = self.ids.accordian_days # make sure the corresponding navigation is depressed app.navigationscreen.ids.left_panel.ids.bt_sched.state = 'down' # if the screen loads by pressing back, do nothing. if self.from_back == True: Factory.Animation(d=.5, opacity=1).start(container) return self.ids.accordian_days.clear_widgets() from network import get_data events = get_data('event', onsuccess=onsuccess) if not events: return schedule = get_data('schedule', onsuccess=onsuccess) if not schedule: return events = events.get('0.0.1') schedule = schedule.get('0.0.1')[0] # take first event as the one to display schedule for. self.event = event = events[0] app.event_name = event['name'] app.venue_name = event['venue'] start_date = event['start_date'] end_date = event['end_date'] dates = schedule.keys()[1:] # each day could have multiple tracks tracks = schedule['tracks'] dates = sorted( dates, key=lambda x: datetime.datetime.strptime(x, '%Y-%m-%d')) # perf optims, minimize dot lookups acordion_add = self.ids.accordian_days.add_widget AccordionItem = Factory.AccordionItem Track = Factory.Track first = None today = datetime.datetime.now() for date in dates: # add current day as accordion widget ccday = datetime.datetime.strptime(date,"%Y-%m-%d") cday = AccordionItem(title=ccday.strftime("%d %b %Y")) if ccday.date() >= today.date(): if not first: first = cday acordion_add(cday) day_sched = schedule[date] # create a carousel for each track tcarousel = TabbedCarousel() # this carousel would show each track as new tab trackscreens = [] tsa = trackscreens.append tca = tcarousel.add_widget for track in tracks: new_trk = Track(name=track) tsa(new_trk) # add track to carousel tca(new_trk) for talk in day_sched: try: stime = "%s -- %s"%(date, talk['start_time']) etime = "%s -- %s"%(date, talk['end_time']) stime = datetime.datetime.strptime(stime,"%Y-%m-%d -- %H:%M") etime = datetime.datetime.strptime(etime,"%Y-%m-%d -- %H:%M") talk['current'] = today > stime and today < etime except: pass tid = talk['track'] if tid.lower() == 'all': for tlk in trackscreens: tc = tlk.ids.container ti = TalkInfo(talk=talk) ti.color = (.5, .5, .5, .2) if len(tc.children)%2 == 0 else (.3, .3, .3, .2) if talk['current']: ti.color = ti.color[:3] + [.8] tc.add_widget(ti) continue ti = TalkInfo(talk=talk) trackscreens[int(tid)-1].ids.container.add_widget(ti) cday.add_widget(tcarousel) if first: container.select(first) Factory.Animation(d=.5, opacity=1).start(container)
def on_enter(self, onsuccess=False): '''Series of actions to be performed when Schedule screen is entered ''' container = self.ids.accordian_days # make sure the corresponding navigation is depressed app.navigationscreen.ids.left_panel.ids.bt_sched.state = 'down' # if the screen loads by pressing back, do nothing. if self.from_back is True: Factory.Animation(d=.5, opacity=1).start(container) return self.ids.accordian_days.clear_tabs() from network import get_data events = get_data('event', onsuccess=onsuccess) if not events: return schedule = get_data('schedule', onsuccess=onsuccess) if not schedule: return events = events.get('0.0.1') schedule = schedule.get('0.0.1')[0] # take first event as the one to display schedule for. self.event = event = events[0] app.event_name = event['name'] app.venue_name = event['venue'] # start_date = event['start_date'] # end_date = event['end_date'] dates = list(schedule.keys()) dates.remove('tracks') # each day could have multiple tracks tracks = schedule['tracks'] dates = sorted( dates, key=lambda x: datetime.datetime.strptime(x, '%Y-%m-%d')) # perf optims, minimize dot lookups acordion_add = self.ids.accordian_days.add_widget TI = Factory.TabbedPanelItem Track = Factory.Track first = None today = datetime.datetime.now() strt = datetime.datetime.strptime for date in dates: # add current day as accordion widget ccday = strt(date, "%Y-%m-%d") cday = TI(text=ccday.strftime("%d %b")) if not first: first = cday acordion_add(cday) day_sched = schedule[date] order, day_sched = day_sched[0]["order"], day_sched[1:] tracks = [schedule['tracks'][int(trk)-1] for trk in order] # create a carousel for each track tcarousel = TabbedCarousel() ti = TalkInfo # this carousel would show each track as new tab trackscreens = [] tsa = trackscreens.append tca = tcarousel.add_widget for track in tracks: new_trk = Track(name=track,) tsa(new_trk) # add track to carousel tca(new_trk) for talk in day_sched: # try: # stime = "%s -- %s" % (date, talk['start_time']) # etime = "%s -- %s" % (date, talk['end_time']) # stime = strt(stime, "%Y-%m-%d -- %H:%M") # etime = strt(etime, "%Y-%m-%d -- %H:%M") # talk['current'] = today > stime and today < etime # except: # pass tid = talk['track'] if tid.lower() == 'all': for tlk in trackscreens: ti = TalkInfo(talk=talk) tlk.ids.container.add_widget(ti) continue ti = TalkInfo(talk=talk) try: trackscreens[int(tid)-1].ids.container.add_widget(ti) except IndexError: pass cday.add_widget(tcarousel) if (ccday.day, ccday.month, ccday.year) ==\ (today.day, today.month, today.year): first = cday if first: first.trigger_action() first = False Factory.Animation(d=.5, opacity=1).start(container)
def main(): # the data data = get_data(conv=True, doodle=False) train = np.array(data["train"]) train = train.reshape(len(data["train"]), 28, 28, 1) goal = np.array(data["train_goal"]) test = np.array(data["test"]) test = test.reshape(len(data["test"]), 28, 28, 1) test_goal = np.array(data["test_goal"]) ################################################ # the model model = Sequential() model.add(Conv2D(32, (3, 3), activation='relu', input_shape=(28, 28, 1))) """ model.add(Conv2D(64, (3, 3), activation='relu')) model.add(MaxPooling2D(pool_size=(2, 2))) model.add(Dropout(0.25)) """ model.add(Conv2D(64, (3, 3), activation='relu')) model.add(MaxPooling2D(pool_size=(2, 2))) model.add(Dropout(0.25)) model.add(Flatten()) model.add(Dense(200, activation='relu')) model.add(Dropout(0.5)) model.add(Dense(10, activation='softmax')) ################################################ sgd = SGD(lr=0.001, decay=1e-6, momentum=0.9, nesterov=True) # model.compile(loss='mean_squared_error', optimizer=sgd, # metrics=['accuracy']) model.compile(loss='categorical_crossentropy', optimizer='Adadelta', metrics=['accuracy']) print("Ready") model.fit(train, goal, epochs=4, batch_size=128, verbose=1, validation_data=(test, test_goal)) print("done") while True: name = input("Please enter the file name to save to (without .h5): ") try: model.save(name + ".h5") break except Exception as e: print(str(e)) print("saved")
def on_enter(self, onsuccess=False): '''Series of actions to be performed when Schedule screen is entered ''' container = self.ids.accordian_days # make sure the corresponding navigation is depressed app.navigationscreen.ids.left_panel.ids.bt_sched.state = 'down' # if the screen loads by pressing back, do nothing. if self.from_back is True: Factory.Animation(d=.5, opacity=1).start(container) return self.ids.accordian_days.clear_tabs() from network import get_data events = get_data('event', onsuccess=onsuccess) if not events: return schedule = get_data('schedule', onsuccess=onsuccess) if not schedule: return events = events.get('0.0.1') schedule = schedule.get('0.0.1')[0] # take first event as the one to display schedule for. self.event = event = events[0] app.event_name = event['name'] app.venue_name = event['venue'] # start_date = event['start_date'] # end_date = event['end_date'] dates = list(schedule.keys()) dates.remove('tracks') # each day could have multiple tracks tracks = schedule['tracks'] dates = sorted( dates, key=lambda x: datetime.datetime.strptime(x, '%Y-%m-%d')) # perf optims, minimize dot lookups acordion_add = self.ids.accordian_days.add_widget TI = Factory.TabbedPanelItem Track = Factory.Track first = None today = datetime.datetime.now() strt = datetime.datetime.strptime for date in dates: # add current day as accordion widget ccday = strt(date, "%Y-%m-%d") cday = TI(text=ccday.strftime("%d %b")) if not first: first = cday acordion_add(cday) day_sched = schedule[date] # create a carousel for each track tcarousel = TabbedCarousel() ti = TalkInfo # this carousel would show each track as new tab trackscreens = [] tsa = trackscreens.append tca = tcarousel.add_widget for track in tracks: new_trk = Track(name=track,) tsa(new_trk) # add track to carousel tca(new_trk) for talk in day_sched: try: stime = "%s -- %s" % (date, talk['start_time']) etime = "%s -- %s" % (date, talk['end_time']) stime = strt(stime, "%Y-%m-%d -- %H:%M") etime = strt(etime, "%Y-%m-%d -- %H:%M") talk['current'] = today > stime and today < etime except: pass tid = talk['track'] if tid.lower() == 'all': for tlk in trackscreens: ti = TalkInfo(talk=talk) tlk.ids.container.add_widget(ti) continue ti = TalkInfo(talk=talk) try: trackscreens[int(tid)-1].ids.container.add_widget(ti) except IndexError: pass cday.add_widget(tcarousel) if (ccday.day, ccday.month, ccday.year) ==\ (today.day, today.month, today.year): first = cday if first: first.trigger_action() first = False Factory.Animation(d=.5, opacity=1).start(container)
import sys import string import os from opt.opt_parser import * from opt.opt_config import * from network.get_data import * if __name__ == "__main__": parser = OptParser(get_opt_config()) parsedOptions = parser.parse(sys.argv[1:]) print("Perform ant algorithm with given options:\n", parsedOptions) # Assign parsed options to variables # function_type = FunctionType(parsedOptions["function"]) # selection_type = SelectionType(parsedOptions["sel_type"]) # replacement_type = ReplacementType(parsedOptions["rep_type"]) # crossover_probability = parsedOptions["crossover_p"] # dimensions = parsedOptions["dimensions"] # iterations = parsedOptions["iterations"] # cardinality = parsedOptions["cardinality"] # attempts = parsedOptions["attempts"] # mut_range = parsedOptions["mut_sigma"] # x_min = parsedOptions["x_min"] # x_max = parsedOptions["x_max"] netmap = get_data('network/usa.xml') print("OK")