Parush Gera's Projects
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;
Keras implementation for CrossNet in paper "Cross-Target Stance Classification with Self-Attention Networks"
Repository containing notebooks of my posts on Medium
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera
Object-Oriented Programming concepts, with Python
Config files for my GitHub profile.
Python 3 Object-Oriented Programming ā Third Edition, published by Packt
In this research I'd like to use BERT with the huggingface PyTorch library to fine-tune a model which will perform best in question pairs classification. The app is build using Streamlit.
Stance Detection with Conditional Encoding