Computer Vision Nanodegree second project, generating image captions. We take a prebuilt Resnet CNN model to encode the image and captions, use the RNN with LSTM to train and decode images and predict captions

Udacity - Computer Vision Nanodegree - Project 2: Image Captioning

The goal of this project is to perform Lake Thermal Stratification Modelling and to explore and experiment not only the physics-guided deep learning models proposed in Read et al (2019) and Jia et al (2019), but also our own models. We shall also benchmark our models with the ones in the base papers in order to compare our results, evaluations a…

RAF: A RNN-based Chatbot Development Tool

This is the 3rd project of the Deep Learning Nanodegree.

My solution to the Udacity project of training all Seinfeld Scripts in an RNN to predict a new script based on which character talks first

Predict whether the number of confirmed people will increase or not with the use of RNN.

A fully playable snake game application that features an intelligent agent trained using Deep Recurrent Q-Learning

RNN-based generator of Polish-like words

Pytorch Tutorial Notebooks

Classifying names of people into the language of origin.

identify the language of a given word

nlp intro project

A novel prediction using RNN model with torch.

A repo to explore various NLP methodologies including RNNs, LSTMs, Transformers, GPT etc. Also includes trails on LLMs like GPT3.5, Flan, GPTJ etc

Time series forecast using RNN and LSTM

Pun Detection and Interpretation: a RNN with LSTM cell approach

AI masterthesis. Iterative learning. Meta learning. Stochastic approach to adaptive computation

This RNN model predicts the next character based on a text.