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sunfu2016's Projects

kaggle-for-fun icon kaggle-for-fun

All my submissions for Kaggle contests that I have been, and going to be participating.

librec icon librec

LibRec: A Leading Java Library for Recommender Systems, see

maml-tensorflow icon maml-tensorflow

Faster and elegant TensorFlow Implementation of paper: Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

metaembedding icon metaembedding

Codes for our SIGIR-2019 paper "Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings"

models icon models

Models and examples built with TensorFlow

randomforest icon randomforest

Python implementation of a random forest for use with continuous value attributes

wide-resdnn icon wide-resdnn

Wide and Deep Learning(Wide&ResDNN) for Kaggle Criteo Dataset in tensorflow

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

zen icon zen

Zen aims to provide the largest scale and the most efficient machine learning platform on top of Spark, including but not limited to logistic regression, latent dirichilet allocation, factorization machines and DNN.

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