Shreyash Gaur's repositories
Sentiment_Analysis
This project aimed to classify tweets as positive, negative, or neutral using LSTM, CNN, and Multinomial Naive Bayes algorithms.
Question_Duplicate_Detection
Using Siamese networks in NLP to identify duplicate questions
Named_Entity_Recognition
It is a subtask of information extraction that locates and classifies named entities in text into predefined categories such as the names of persons, organizations, locations, expressions of times, quantities, monetary values, percentages, etc.
Word_Vectors
Exploring the Word Vectors
RNN_Text-Generation
Text Generation using Recurrent Neural Networks (RNNs) with a focus on Gated Recurrent Units Language Model (GRULM)
Word_Embeddings
A mathematical way of representing words using numeric vectors.
U-Net_Image_Segmentation
"Image Segmentation with U-Net" employs a Encoder-Decoder deep learning model to accurately segment images. This project showcases the implementation of the U-Net architecture, training process, and evaluation metrics. Ideal for applications in medical imaging, autonomous driving, and more.
Neural_Style_Transfer
Deep Learning & Art: Learning and Implementing about Neural Style Transfer, an algorithm created by Gatys et al. (2015).
Parts_Of_Speech_Tagging
POS(Parts-Of-Speech) Tagging, is the process of assigning a part-of-speech tag (Noun, Verb, Adjective...) to each word in an input text.
AutoComplete_System
Auto-Complete system using N-gram language model
Auto-Correct
Implementing Auto-Correct or Spell-Checker System using Natural Language Processing (NLP)
Naive_Machine_Translation_LSH
Simple Machine Translation System and Showing How Locality Sensitive Hashing Works
Sentiment_Analysis_With_Naive_Bayes
Sentiment Analysis on Tweets using Naive Bayes
Sentiment_Analysis_With_Logistic_Regression
Sentiment Analysis on Tweets using Logistic Regression
Shreyash-Gaur
Config files for my GitHub profile.