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rl

An advanced course on reinforcement learning offered at Columbia University IEOR in Spring 2018

rl4rs

A Real-World Benchmark for Reinforcement Learning based Recommender System

roland

rsalgorithms

Some algorithms about traditional and social recommendation.

rumnet

scalex

Code snippets for the workshop on concurrent data structure implementation.

sccl

Pytorch implementation of Supporting Clustering with Contrastive Learning, NAACL 2021

scikit-survival

Survival analysis built on top of scikit-learn

seqdecisionlib-release

Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.

setpush-code

Source code of the SetPush algorithm

sftrl

Code for "Sketched Follow-The-Regularized-Leader for Online Factorization Machine

sgc

official implementation for the paper "Simplifying Graph Convolutional Networks"

shap

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

shared-memory-sgd

shopper-src

Code for Shopper, a probabilistic model of shopping baskets

sigir16-eals

Experiments codes for SIGIR'16 paper "Fast Matrix Factorization for Online Recommendation with Implicit Feedback "

sigir2021_conure

One Person, One Model, One World: Learning Continual User Representation without Forgetting

silo

Multicore in-memory storage engine

simtab-baseline

simtab-code

sklearn-hogwild

An implementation of the Hogwild! algorithm for asynchronous SGD that interfaces with sci-kit learn.

slates_semisynth_expts

Semi-synthetic experiments to test several approaches for off-policy evaluation and optimization of slate recommenders.

slf

slrc

WWW'2019: Modeling Item-Specific Temporal Dynamics of Repeat Consumption for Recommender Systems

social-recommendation

Summary of social recommendation papers and codes

spark-distributed-louvain-modularity

Spark / graphX implementation of the distributed louvain modularity algorithm

spark-pscan

spark implementation of PSCAN: A Parallel Structural Clustering Algorithm for Big Networks in MapReduce

stackrec

stanford-ctc

Neural net code for lexicon-free speech recognition with connectionist temporal classification

stat212b

Topics Course on Deep Learning UC Berkeley