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applied-ai

Projects related to content covered in CS-514 (applied AI) under Prof Piotr Gmytrasiewicz

ark-

Emergency Evacuator System

assort_health_care_center

Flask application to handle patient calls with Twilio and Rasa NLU

awesome-2vec

Curated list of 2vec-type embedding models

coursera-test

Coursera test repository

cs-559_nr

Neural network assignments

datastructurealgo

Simple programs and data structures practice

grocery_list

Creating a grocery list using microfot vision API

grokking_deep_learning

han

Hierarchial Attention Layer as described by Hierarchical Attention Networks for Document Classification(2016) Yang et. al.

inspiration-generator

java-project

JAVA summer project

javascript-tut

javascipt tutorial repository

knet.jl

Koç University deep learning framework.

language_vision

Project related to emotional classification on reddit dataset which fuses language and image modality.

lrp_toolbox

The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.

machine-learning-models

CS 412- Implementations of basic ML algorithms

machine-learning-project

Empathy prediction - (young people survey) as part of CS-412 [machine learning]

nlp_project

Toefel grader

nlu_engine

Entity and intent classfication by rasa NLU

osqp-wheels

OSQP Python wheels builder

prompt_engineering

Projects related to Prompt engineering (Zero Shot/ Few Shot) and fine tuning for Large language models

shap

A unified approach to explain the output of any machine learning model.

thinkbayes2

Text and code for the second edition of Think Bayes, by Allen Downey.

thinkstats2

Text and supporting code for Think Stats, 2nd Edition

time-machine

Time machine is a Jekyll theme for GitHub Pages

torch_models

Had fun learning pytorch by applying on some basic models in NLP domain

twitter_juul

Scraping twitter data for juul

twitter_scraping_tool

A scraping tool based on tweepy module

util_functions

util_functions