def __init__(self, vocabs):
self._vocabs = vocabs
self._w_vocabs = widgets.Dropdown(options=vocabs.keys(),
description="Vocab:")
self._vocabs.link_dropdown(self._w_vocabs)
self._emb_ctxs = CanonicalDict()
self._w_emb_ctxs = widgets.Dropdown(options=[],
description="Emb. Ctx.")
self._emb_ctxs.link_dropdown(self._w_emb_ctxs)
self._w_emb_ctxs.observe(self._selector_handler, names=["value"])
self._w_ftr_name = widgets.Text(description="Feature:")
self._w_emb_dim = widgets.IntText(value=512,
min=1,
max=9999,
description="Emb. Dim.")
self._w_emb_dropout = widgets.FloatText(value=0,
min=0,
max=1,
description="Emb. Dropout")
self._w_add_ctx_button = widgets.Button(description="Add Emb. Ctx.")
self._w_del_ctx_button = widgets.Button(description="Del. Emb. Ctx.")
self._w_add_ctx_button.on_click(self._add_ctx_handler)
self._w_del_ctx_button.on_click(self._del_ctx_handler)
self._w_main = widgets.VBox([
self._w_emb_ctxs,
widgets.HBox([self._w_ftr_name, self._w_vocabs]),
widgets.HBox([self._w_emb_dim, self._w_emb_dropout]),
widgets.HBox([self._w_add_ctx_button, self._w_del_ctx_button]),
])
def __init__(self, word_lists, params=None):
self._vocabs = CanonicalDict()
self._w_vocabs = widgets.Dropdown(options=[],
description="Vocabs:")
self._vocabs.link_dropdown(self._w_vocabs)
self._w_vocabs.observe(self._selector_change, names=["value"])
self._word_lists = word_lists
self._w_word_lists = widgets.Dropdown(options=word_lists.keys(),
description="Word Lists:")
self._w_word_lists.observe(lambda x: self._select_word_list_callback(),
names=["value"])
self._word_lists.link_dropdown(self._w_word_lists)
self._w_vocab_size = widgets.IntSlider(min=1, max=1, value=1,
description="Max V. Size:")
self._w_vocab_size.observe(lambda x: self._calculate_vocab_size(),
names=["value"])
self._w_min_count = widgets.IntSlider(min=1, max=1, value=1,
description="Min Freq.:")
self._w_min_count.observe(lambda x: self._calculate_vocab_size(),
names=["value"])
self._w_actual_vocab_size = widgets.Label(
description="Actual V. Size:")
self._w_unk_rate = widgets.Label()
self._w_start_token = widgets.Text(value="<sos>",
description="Start Tkn:")
self._w_stop_token = widgets.Text(value="<eos>",
description="Stop Tkn:")
self._w_pad_token = widgets.Text(value="<pad>",
description="Pad Tkn:")
self._w_unk_token = widgets.Text(value="<unk>",
description="Unk Tkn:")
self._w_name = widgets.Text(
value="target_vocab-{}".format(len(self._vocabs)),
description="Name:")
self._w_create = widgets.Button(description="Create")
self._w_create.on_click(self._create_callback)
self._w_delete = widgets.Button(description="Delete")
self._w_delete.on_click(self._delete_callback)
self._w_main = widgets.VBox([
self._w_vocabs,
widgets.HBox([self._w_word_lists, self._w_name]),
widgets.HBox([self._w_min_count, self._w_vocab_size,]),
widgets.HBox([self._w_start_token, self._w_stop_token]),
widgets.HBox([self._w_pad_token, self._w_unk_token]),
widgets.VBox([self._w_actual_vocab_size,
self._w_unk_rate]),
widgets.HBox([self._w_create, self._w_delete]),
])
self._select_word_list_callback()
def __init__(self, params=None):
self._w_datasets = widgets.Dropdown(options=[], description="Dataset:")
self._w_dataset = Seq2SeqFileDatasetWidget()
self._w_save = widgets.Button(description="Save")
self._w_delete = widgets.Button(description="Delete")
self._datasets = CanonicalDict()
self._datasets.link_dropdown(self._w_datasets)
self._w_main = widgets.VBox([
self._w_datasets,
self._w_dataset(),
widgets.HBox([self._w_save, self._w_delete]),
])
self._w_datasets.observe(self._selector_change, names=["value"])
self._w_save.on_click(self._save_callback)
self._w_delete.on_click(self._delete_callback)
def __init__(self, vocabs):
self._ecs = CanonicalDict()
self._w_ecs = widgets.Dropdown(options=[], description="Emb. Ctxs.")
self._ecs.link_dropdown(self._w_ecs)
self._w_ecs.observe(self._selector_handler, names=["value"])
self._w_ec = TargetEmbeddingContextWidget(vocabs)
self._w_create = widgets.Button(description="Create")
self._w_create.on_click(self._create_handler)
self._w_delete = widgets.Button(description="Delete")
self._w_delete.on_click(self._delete_handler)
self._w_ec_name = widgets.Text(value="tgt-ec-{}".format(len(
self._ecs)),
description="Name:")
self._w_main = widgets.VBox([
self._w_ecs,
self._w_ec(),
self._w_ec_name,
widgets.HBox([self._w_create, self._w_delete]),
])
def __init__(self, datasets, params=None):
self._datasets = datasets
self._word_lists = CanonicalDict()
self._w_word_lists = widgets.Dropdown(options=[],
description="Word Lists:")
self._word_lists.link_dropdown(self._w_word_lists)
#self._w_word_lists.observe(self._selector_change, names=["value"])
self._w_datasets = widgets.Dropdown(options=datasets.keys(),
description="Dataset:")
self._datasets.link_dropdown(self._w_datasets)
self._w_part = widgets.Dropdown(options=["source", "target"],
description="Part")
self._w_create = widgets.Button(description="Create")
self._w_delete = widgets.Button(description="Delete")
self._w_create.on_click(self._create_callback)
self._w_main = widgets.VBox([
self._w_word_lists,
widgets.HBox([self._w_datasets, self._w_part]),
widgets.HBox([self._w_create, self._w_delete]),
widgets.Label(),
])