Devashish Deshpande dsquareindia

## mapping.ipynb

      
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                dsquareindia
                / mapping.ipynb
            
            
              Created Jul 14, 2017
            
              
                Mapping uri to words
              
          
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## conditional_random_fields.ipynb

      
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                dsquareindia
                / conditional_random_fields.ipynb
            
            
              Created Apr 12, 2017
            
              
                Implementation of Linear Chain Conditional Random Fields with application to POS tagging
              
          
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## gensim_topic_modeling.ipynb

      
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                / gensim_topic_modeling.ipynb
            
            
              Last active Sep 19, 2017
            
              
                Tutorial on creating and evaluating topic models with Gensim
              
          
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## zs_dsc.ipynb

      
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              Last active Sep 3, 2016
            
              
                ZS Data Science challenge notebook
              
          
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## tcusescases.ipynb

      
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                dsquareindia
                / tcusescases.ipynb
            
            
              Created Aug 21, 2016
            
              
                Notebook for topic coherence use cases blog
              
          
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## 20ng_benchmark_testing.ipynb

      
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                / 20ng_benchmark_testing.ipynb
            
            
              Last active Jul 17, 2016
            
              
                Benchmark testing of the gensim topic coherence pipeline on 20NG dataset
              
          
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## movies_benchmark_testing.ipynb

      
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                / movies_benchmark_testing.ipynb
            
            
              Last active Jul 20, 2016
            
              
                Benchmark testing of gensim coherence pipeline on the Movies dataset
              
          
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## movies_testing.ipynb

      
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                dsquareindia
                / movies_testing.ipynb
            
            
              Created Jul 14, 2016
            
          
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## movies_cv.py
import re
import os

from scipy.stats import pearsonr
from datetime import datetime

from gensim.models import CoherenceModel
from gensim.corpora.dictionary import Dictionary

prefix = "/home/devashish/datasets/Movies/movie"

## coherence_benchmark_testing.ipynb

      
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                dsquareindia
                / coherence_benchmark_testing.ipynb
            
            
              Last active Jul 12, 2016
            
              
                Benchmark testing for coherence measures in gensim
              
          
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	import re
	import os

	from scipy.stats import pearsonr
	from datetime import datetime

	from gensim.models import CoherenceModel
	from gensim.corpora.dictionary import Dictionary

	prefix = "/home/devashish/datasets/Movies/movie"