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Isuru Gunasekara's Projects

deepmoji icon deepmoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

handson-ml3-ig icon handson-ml3-ig

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

intro-to-dl icon intro-to-dl

Resources for "Introduction to Deep Learning" course.

kubernetes-ci-cd icon kubernetes-ci-cd

https://www.linux.com/blog/learn/chapter/Intro-to-Kubernetes/2017/5/set-cicd-pipeline-kubernetes-part-1-overview

kubernetes-ml-ops icon kubernetes-ml-ops

An introduction to machine learning model deployment operations (MLOps) using Python, Docker, Kubernetes and Seldon-Core.

ml-coursera-python-assignments icon ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

posa-14 icon posa-14

This repository contains assignments and examples for the 2014 offering of the POSA MOOC (see www.coursera.org/course/posa for more information)

textclassifier icon textclassifier

Text classifier for Hierarchical Attention Networks for Document Classification

toxic icon toxic

Toxic Comment Classification Challenge

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