Md Azimul Haque's repositories
BaselineRemoval
Perform baseline removal, baseline correction and baseline substraction for raman spectra using Modpoly, ImodPoly and Zhang fit. Returns baseline-subtracted spectrum. Please give proper citation as specified in the documentation if it has helped you.
TextFeatureSelection
Python library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models
Flask-Deep-Learning-NLP-API
Flask API to productize a document classification model. Classification model was built using Keras with tensorflow backend
Amazon-Review-Classification_DeepLearning
Classification model using LSTM Bidirectional model of Amazon review data from kaggle data https://www.kaggle.com/bittlingmayer/amazonreviews
SNgramExtractor
Python package code repo for Implementation of syntactic n-grams (sn-gram) extraction
feature_engineering_and_selection_for_explanable_models
Code repository for the machine learning book Feature Engineering & Selection for Explainable Models: A Second Course for Data Scientists
MetaHeuristicsFS
Metaheuristics feature selection library for machine learning feature selection. Genetic Algorithm, Simulated Annealing, Particle Swarm Optimization, and Ant Colony Optimization
Context_Free_Grammar-Noun_Adjective_Pairs
Use of context free grammar chunk rules to find noun-adjective pair from text.
Pandas2Shp
Python package code repo for Pandas2Shp. Create shp file for geo-spatial analysis from longitude and latitude
feature-engg-selection-for-explainable-models.github.io
HTML version of the book Feature Engineering & Selection for Explainable Models A Second Course for Data Scientists
Semantic_Search_Meetup
Combining NLP and elasticsearch for building semantic search application
Target-AI-Meetup-Dependency-Parsing
Powerpoint and jupyter notebook for meetup