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Ramsey's Projects

causal_discovery_toolbox icon causal_discovery_toolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

causalml icon causalml

Uplift modeling and causal inference with machine learning algorithms

cbvr icon cbvr

Feature Re-Learning with Data Augmentation for Content-based Video Recommendation

ccks2019-ckbqa icon ccks2019-ckbqa

A system for CCKS2019-CKBQA, whose single system reach 0.69 and ensemble system reach 0.73

ccks2019_el icon ccks2019_el

CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

cdmf icon cdmf

Hicss best paper nominated: A Deep Learning Model based on Convolutional and Dense-layer Matrix Factorization for Context-Aware Recommendation

cdssm icon cdssm

Convolutional Deep Semantic Similarity Model

cedr icon cedr

Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.

celer icon celer

Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.

cfdebug icon cfdebug

Code for Trading Personalization for Accuracy: Data Debugging in Collaborative Filtering (NeurIPS 2020)

cfor icon cfor

Scala cfor macro, like a java for-loop

cgd icon cgd

Combination of Multiple Global Descriptors for Image Retrieval

channel-attribution-model icon channel-attribution-model

An attention-based Recurrent Neural Net multi-touch attribution model in a supervised learning fashion of predicting if a series of events leads to conversion (purchase). The trained model can also assign credits to channels. The model also incorporates user-context information, such as user demographics and behavior, as control variables to reduce the estimation biases of media effects.

chartify icon chartify

Python library that makes it easy for data scientists to create charts.

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