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Data+Science+IST's Projects

air-demand-elasticity icon air-demand-elasticity

A project for CSE6242/CX4242 which investigates the impact of fuel prices on the cross-price elasticity of demand on domestic airline routes.

caserecommender icon caserecommender

Case Recommender: A Flexible and Extensible Python Framework for Recommender Systems

clearml icon clearml

ClearML - Auto-Magical Suite of tools to streamline your ML workflow. Experiment Manager, ML-Ops and Data-Management

coursera-specializations icon coursera-specializations

Solutions to assignments of Coursera Specializations - Deep learning, Machine learning, Algorithms & Data Structures, Image Processing and Python For Everybody

handson-ml icon handson-ml

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

implicit icon implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

libact icon libact

Pool-based active learning in Python

lstm-human-activity-recognition icon lstm-human-activity-recognition

Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING) - Guillaume Chevalier

mlxtend icon mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

modal icon modal

A modular active learning framework for Python3

openrec icon openrec

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

pi-energy-sensors icon pi-energy-sensors

Implements energy-related sensors on the Raspberry Pi, including a BTU meter and a pulse counter.

pycaret icon pycaret

An open-source, low-code machine learning library in Python

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