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sethips's Projects

selectize.js icon selectize.js

Selectize is the hybrid of a textbox and <select> box. It's jQuery based and it has autocomplete and native-feeling keyboard navigation; useful for tagging, contact lists, etc.

self-driving-car-1 icon self-driving-car-1

Transfer learning for end to end autonomous driving using pre trained ResNet50 weights in google colab.

selfdrive icon selfdrive

Autopilot written in Keras for Self Driving Cars

sentence-inference icon sentence-inference

For every given pair of sentences -- (sentence-1, sentence-2), we need to determine if sentence-2 can be logically inferred given sentence-1.

sentiment-classfication-on-prodcut-reviews icon sentiment-classfication-on-prodcut-reviews

The aim of this challenge is to develop a sentiment classifier that can assign a large set of product reviews to the five levels of polarity of opinion as accurately as possible, given a small amount of labeled reviews and a large amount of unlabelled reviews. It is a multi-class classification task, where each product review is labeled with one of the five sentiment labels, which are strong negative, weak negative, neutral, weak positive, and strong positive

sentiment-classification-for-product-reviews icon sentiment-classification-for-product-reviews

The aim of this project is to develop a sentiment classifier that can assign a large set of product reviews to the five levels of polarity of opinion as accurately as possible, given a small amount of labeled reviews and a large amount of unlabeled reviews. It is a multi-class classifcation task, where each product review is labeled with one of the five sentiment labels, which are strong negative, weak negative, neutral, weak positive, and strong positive.

sentiment_analysis icon sentiment_analysis

I have built a model which will predict the sentiment of movie reviews. I used Naive-Bayes, SVM, and RNN+LSTM based model to obtain really good result.

sentimentanalysis icon sentimentanalysis

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

sentweetbot icon sentweetbot

A Telegram Bot that will give you a sentiment score of a certain keyword.

seq2seqchatbots icon seq2seqchatbots

A wrapper around tensor2tensor to flexibly train, interact, and generate data for neural chatbots.

serverless-handbook icon serverless-handbook

A resource for frontend engineers to learn everything about modern backend development.

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