3rt4nm4n

NLP Machine Learning Model Development Steps:

1. Library import (nlp, numpy, pandas, matplotlib, seaborn etc.)
2. NLTK downloads (checking packages' status)
3. Importing data
4. Data analysis (EDA)
5. Converting target/classes to int class type (Like orange : 0, red : 1)
6. Converting dtype text data to string type with astype
7. Regex
8. Data visualization

TomLin

class MeanEmbeddingVectorizer(object):

	def __init__(self, word_model):
		self.word_model = word_model
		self.vector_size = word_model.wv.vector_size

	def fit(self):  # comply with scikit-learn transformer requirement
		return self

	def transform(self, docs):  # comply with scikit-learn transformer requirement

kalinchernev

Afghanistan
Albania
Algeria
Andorra
Angola
Antigua & Deps
Argentina
Armenia
Australia
Austria