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Ayush Pareek's Projects

common_intern icon common_intern

A selenium script to automatically apply to software engineering internships!

consensus-based-summarizer icon consensus-based-summarizer

:mortar_board:RESEARCH [NLP :speech_balloon:] This is an implementation of "Automatic Consensus-Based Text Summarizer" along with text-organizing capabilities that can generate genre-specific, generic or user-configured summaries of a large amount of unorganized text. We are currently using a number of independent text-mining algorithms based on different statistical models to compute the summaries and combining them using configurable consensus techniques.:exclamation::boom:

ctci-solutions icon ctci-solutions

Python solutions to Cracking the Coding Interview (6th edition)

datasciencework icon datasciencework

This repository contains some of my projects in Exploratory Data Analysis, Statistical Inference, Regression Models and other aspects of Practical Machine Learning

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

foodgeek icon foodgeek

:fork_and_knife::fries:Agile Software Dev. Project:coffee: Full SCRUM Workflow Reports and Professional Software Development of a Food Ordering Website.

handwritingrecognition-cnn icon handwritingrecognition-cnn

This CNN-based model for recognition of hand written digits attains a validation accuracy of 99.2% after training for 12 epochs. Its trained on the MNIST dataset on Kaggle.

lemmagenerator icon lemmagenerator

Generator of rule-based lemmatizers (based on examples) for serveral European languages.

news-feed-and-digest icon news-feed-and-digest

:cow:JAVA DESKTOP APPLICATION with mySQL DB:rabbit: This application can fetch news :newspaper: in the form of summaries from news agencies around the world. The news items are categorized :book: based on topics and the user can signup for an account which will give him access to personalized news based on his preference.

ngram-graphs icon ngram-graphs

:mortar_board:RESEARCH [NLP] Analysis of N-gram Graphs and their applications in the domain of Text Classification and Extraction based Summarization

nmpty-sum icon nmpty-sum

summarization code in models/ and decoder code in layers/

nmtpy icon nmtpy

nmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.

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