लक्ष्य निर्धारित कर सम्यकत्व के लिए पुरुषार्थ करेंगे तो मोक्ष का मार्ग मिलेगा- पूज्य श्री अतिशयमुनिजी म.सा.
लक्ष्य निर्धारित कर सम्यकत्व के लिए पुरुषार्थ करेंगे तो मोक्ष का मार्ग मिलेगा- पूज्य श्री अतिशयमुनिजी म.सा.
Posts
What is Dropout? How does it prevent overfitting in a neural network?
What is Dropout? How does it prevent overfitting in a neural network?
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Digit classification using convolutional neural network in keras.
Digit classification using convolutional neural network in keras.
create a chatbot using python part 2
Word Stemming You may have heard me talk about word stemming in the previous tutorial. Stemming a word is attempting to find the root of the word. For example, the word "thats" stem might be "that" and the word "happening" would have the stem of "happen". We will use this process of stemming words to reduce the vocabulary of our model and attempt to find the more general meaning behind sentences. words = [ stemmer . stem ( w . lower ()) for w in words if w != "?" ] words = sorted ( list ( set ( words ))) labels = sorted ( labels ) This code will simply create a unique list of stemmed words to use in the next step of our data preprocessing. Bag of Words Now that we have loaded in our data and created a stemmed vocabulary it's time to talk about a bag of words . As we know neural networks and machine learning algorithms require numerical input. So out list of strings wont cut it. We need some way to represent our senten...