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Ramsey's Projects

gearp icon gearp

The code base for GEAPR: Graph Enhanced Attention network for explainable POI Recommendation

gedi icon gedi

GeDi: Generative Discriminator Guided Sequence Generation

genrl icon genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

giisr icon giisr

Graph Neural Networks with Intra- and Inter-session Information for Session-based Recommendation (GIISR)

glasxc icon glasxc

Implementation of "Breaking the Glass Ceiling for Embedding-Based Classifiers for Large Output Spaces-NIPS'19"

glint-word2vec icon glint-word2vec

Network-efficient distributed Word2Vec for large vocabularies on Spark using customized Glint parameter servers

glum icon glum

High performance Python GLMs with all the features!

gmem icon gmem

Generalised Mixed Effects Model. Now any machine learning model can have random effects.

gmnn icon gmnn

Graph Markov Neural Networks

gnn icon gnn

Graph neural network/Graph Embedding experimental code, including gnn: gcn, graphSAGE, gat, ge: node2vec.

gnud icon gnud

Source code for ACL 2020 paper “Graph Neural News Recommendation with Unsupervised Preference Disentanglement”

go-bandit-server icon go-bandit-server

A bandit server that implements the multi-armed bandit for running a single experiment

gold-deep-rank icon gold-deep-rank

A deep neural network framework for Ads/Recsys ranking process implemented by Tensorflow, adopting tf.estimator api.

gomacro icon gomacro

Interactive Go interpreter and debugger with REPL, Eval, generics and Lisp-like macros

gorse icon gorse

An open source recommender system service written in Go

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