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feast

Feature Store for Machine Learning

fileprocessor

fraud-eagle

An implementation of Fraud Eagle algorithm

gikt

GIKT: A Graph-based Interaction Model for Knowledge Tracing

google-drive-file-download

A simple script to fetch files from a google drive folder and upload to S3

graphitti

A small toy with neo4j and scala

ground

An open-source, vendor-neutral data context service.

handson-ml2

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.

idealcrap

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

knowledge-tracing-saint

Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing -Paper Implementation on "Riiid! Answer Correctness Prediction", Kaggle Competition

ktm

Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing

learner-performance-prediction

Simple and performant implementations of learner performance prediction algorithms.

lego_detector

Lego parts classifier using deep neural networks

make-ipinyou-data

This project is to formalise the iPinYou RTB data into a standard format for further researches.

mvkm-multiview-tensor-edm2020

neuripseducation2020

nova-jupyterlab-extensions

ocan

optimal-ctr-bidding

A training and testing framework supporting experiments in CIKM 2016 paper "User Response Learning for Directly Optimizing Campaign Performance in Display Advertising"

optimal-rtb

A benchmarking framework supporting the experiments in KDD'14 paper "Optimal Real-Time Bidding for Display Advertising"

padl

plumb

Rough implementation of the algorithm by Gruenheid et al http://www.vldb.org/pvldb/vol7/p697-gruenheid.pdf

progress

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

rtbarbitrage

A framework of statistical arbitrage mining in performance-driven display advertising.

rtbcontrol

A feedback controller for stabilizing RTB performance to a target value.

saint_plus-knowledge-tracing-

Implementation of [SAINT+: Integrating Temporal Features for EdNet Correctness Prediction](https://arxiv.org/abs/2010.12042)

spamdetection

stitcher