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abstractive-text-summarizer

NLP project on Amazon food reviews dataset using attention based model for text summarization.

bitrex

cnn_mnist

Classification of hand-written digits from 0 to 9

cnn_nlp

Natural Language Processinng using CNN for catagorizing of toxic and non-toxic comments.

coupon-prediction

The project is all about prediction of coupon redeemed by customers by doing feature engineering and EDA.

deep-learning

generative-adversarial-network

This project was carried out during my internship at IIIT-Allahabad for generating new videos using generative adversarial networks. I have used a convolutional 2D neural networks and or a DCGAN. UCF-101 video dataset is used for this project.

gradient

Deep Learning

initialization

Deep Learning

neural-network-scratch

Building a neural network architecture from scratch

optimization

Deep Learning

pca

Principal Component Analysis from Scratch

pca-after-denoising

Applying PCA after removing noise from images using autoencoders to improve performance of PCA. The dataset used is MNIST.

regularization

Deep Learning

rnn

Sentiment Analysis based on imdb reviews of critics.

tensorflow

For interpreting symbolic representation of numbers with fingures from 1 to 5 using TensorFlow

tic-tac-toe

A tic-tac-toe game implemented in Python for two players.

titanic

Machine Learning

titanic_eda

Exploratory Data Analytics on titanic dataset from kaggle competition and predicting the survivors.

xlnet

Complete understanding of the model along with experiments with the state of the art algorithm