Skip to content

Instantly share code, notes, and snippets.

Devashish Deshpande dsquareindia

Block or report user

Report or block dsquareindia

Hide content and notifications from this user.

Learn more about blocking users

Contact Support about this user’s behavior.

Learn more about reporting abuse

Report abuse
View GitHub Profile
@dsquareindia
dsquareindia / mapping.ipynb
Created Jul 14, 2017
Mapping uri to words
View mapping.ipynb
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@dsquareindia
dsquareindia / conditional_random_fields.ipynb
Created Apr 12, 2017
Implementation of Linear Chain Conditional Random Fields with application to POS tagging
View conditional_random_fields.ipynb
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@dsquareindia
dsquareindia / gensim_topic_modeling.ipynb
Last active Sep 19, 2017
Tutorial on creating and evaluating topic models with Gensim
View gensim_topic_modeling.ipynb
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@dsquareindia
dsquareindia / zs_dsc.ipynb
Last active Sep 3, 2016
ZS Data Science challenge notebook
View zs_dsc.ipynb
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@dsquareindia
dsquareindia / tcusescases.ipynb
Created Aug 21, 2016
Notebook for topic coherence use cases blog
View tcusescases.ipynb
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@dsquareindia
dsquareindia / 20ng_benchmark_testing.ipynb
Last active Jul 17, 2016
Benchmark testing of the gensim topic coherence pipeline on 20NG dataset
View 20ng_benchmark_testing.ipynb
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@dsquareindia
dsquareindia / movies_benchmark_testing.ipynb
Last active Jul 20, 2016
Benchmark testing of gensim coherence pipeline on the Movies dataset
View movies_benchmark_testing.ipynb
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
View movies_testing.ipynb
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
View 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"
@dsquareindia
dsquareindia / coherence_benchmark_testing.ipynb
Last active Jul 12, 2016
Benchmark testing for coherence measures in gensim
View coherence_benchmark_testing.ipynb
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
You can’t perform that action at this time.