<jupyter_start><jupyter_text>Results This is what you should modify:<jupyter_code>import sys 

sys.path.insert(0,'..')
from utils import plot_stroke
from notebooks.RNN_MDN import generate_unconditionally<jupyter_output><empty_output><jupyter_text>Please, don't modify anything below. Unconditional generation:<jupyter_code>stroke = generate_unconditionally(20)
plot_stroke(stroke)<jupyter_output>WARNING:tensorflow:From /usr/local/lib/python2.7/site-packages/tensorflow/python/util/tf_should_use.py:170: initialize_all_variables (from tensorflow.python.ops.variables) is deprecated and will be removed after 2017-03-02.
Instructions for updating:
Use `tf.global_variables_initializer` instead.
INFO:tensorflow:Restoring parameters from ../models/model1.ckpt<jupyter_text>Conditional generation:<jupyter_code>stroke = generate_conditionally(text='welcome to lyrebird')
plot_stroke(stroke)<jupyter_output><empty_output><jupyter_text>Handwriting recognition:<jupyter_code>text = recognize_stroke(stroke)
print text<jupyter_output><empty_output>
{'fraction_non_alphanumeric': 0.09702209414024976, 'fraction_numerical': 0.01633045148895293, 'mean_word_length': 10.326086956521738, 'pattern_counts': {'":': 0, '<': 16, '<?xml version=': 0, '>': 16, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'chain_length': '4', 'dir': 'jupyter-structured-clean-dedup', 'id': '637421', 'license': 'MIT', 'n_tokens_mistral': 350, 'n_tokens_neox': 334, 'n_words': 56, 'path': 'notebooks/results.ipynb', 'repo_name': 'HadiAbdullah/Hand_Wiriting_Generator', 'size': '1041'}