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Abhimanyu's Projects

blogapp icon blogapp

Following RESTful architecture to create an blog application using NodeJs, mongoDB

datastructure icon datastructure

DataStructures in Java, Soluttions from CTCI and other Books

deeplearning icon deeplearning

Utilizing keras, tensorflow, etc. To develop Neural, CNN and RNN models.

dicepiggame icon dicepiggame

Pig which is a dice game played by 2 players online.

flask-text-similarity-app icon flask-text-similarity-app

A small Flask based app which finds similarity between two strings of texts, it is is using spacy python module and emulates a Webservice style app. The app is created for practicing flask framework and doesn't claim to be perfect similarity app

id3_decisiontree icon id3_decisiontree

Implemetation of ID3 algorithm which calculates Entropy and Information Gain and based on those values a decision tree is formed

naivebayesclasifier icon naivebayesclasifier

NaiveBayes Email Classifier. Utilization of Scikit learn. CountVectorizer converts the messages into tokens as NaiveBayes takes inputs as numbers only. MultinomialNB is actual Scikit Learn's Naive Bayes Library which implements the algorithm. It takes 2 values the actual message and classification of that messgae. the Fit method trains on the data and predict command is used to test the new emails.

pig icon pig

Pig Queries on Different Data set

python icon python

Practicing Apache Spark with Python. Starting from word count program. Finally creating Movie Recommender System on Amazon EC2 Clusters

pythondatascience icon pythondatascience

Visualization, Machine Learning, Deep Learning using TensorFlow, Theano, Keras ,Apache Spark, Hadoop using JupyterNoteboks

r icon r

Machine Learning, Statistical analysis & Statistical modeling, Data Analysis & Data Visualization, Text Mining, Natural Language Processing, Big Data, H2O.

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