macks22/ai

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Created over 10 years ago
Updated over 10 years ago

macks22/ai

macks22

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Notes on and implementations of classic and modern AI problems.

dblp

Parse the dblp data into a structured format for experimentation.

ntsgp

Educational Recommender Systems

motif-classify

Classify time series data using motifs discovered from Sequitur processing of SAX discretized data.

nsf-award-data

Documentation and scripts which parse the NSF historical award data and store it as a complete dataset in a RDB.

ctr-prediction

Predict CTR for the Criteo-sponsored Kaggle competition.

daft-builder

Wrapper library on daft that provides a builder interface for rendering probabilistic graphical models (PGMs).

Jupyter Notebook

recsys

Recommender system experiments.

comdetect

Community detection algorithm implementations.

mixture_models

Implementations of various supervised and unsupervised mixture models