def _load_viewers(self, model_pattern):
self.id_fn = lambda md: md[self.label_name]
for k in self.topic_range:
m = LDA.load(model_pattern.format(k))
self.v[k] = LDAViewer(self.c, m)
self.colors[k] = dict(get_topic_colors(self.v[k]))
self.v[k].dist_doc_doc = partial(self.v[k].dist_doc_doc,
label_fn=self.id_fn)
self.v[k].dist_top_doc = partial(self.v[k].dist_top_doc,
label_fn=self.id_fn)
def load_model(k):
global lda_m, lda_v
lda_m = LDA.load(model_pattern.format(k))
lda_v = LDAViewer(lda_c, lda_m)
def load_model(k):
global lda_m, lda_v, colors
lda_m = LDA.load(model_pattern.format(k))
lda_v = LDAViewer(lda_c, lda_m)
colors = dict(get_topic_colors(lda_v))