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chensul's Projects

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

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Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models

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AMF: Adaptive Matrix Factorization for Online QoS Prediction

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Bayesian Personalized Ranking

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Experiments codes for WWW 2018 Poster paper "An Improved Sampler for Bayesian Personalized Ranking by Leveraging View Data "

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AlphaZero implemented Chinese chess. AlphaGo Zero / AlphaZero实践项目,实现**象棋。

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Collaborative Denoising Auto-Encoder for Top-N Recommender Systems

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Collaborative Denoising Auto-Encoder (CDAE)

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A implementation of CF-NADE. Yin Zheng, et. al. "A Neural Autoregressive Approach to Collaborative Filtering", accepted by ICML 2016.

cf-uica icon cf-uica

Code for "Collaborative Filtering with User-Item Co-Autoregressive Models"

climf icon climf

collaborative less-is-more filtering

collaborative-deep-learning-for-recommender-systems icon collaborative-deep-learning-for-recommender-systems

The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior in the future month according to the purchase history and user information in the Santander dataset. The resluts are summarized in "collaborative-deep-learning.pdf".

collmetric icon collmetric

A Tensorflow implementation of Collaborative Metric Learning (CML)

convmf icon convmf

Code for our paper Convolutaional Matrix Factorization for Document Context-Aware Recommendation (RecSys 2016)

ctr icon ctr

Collaborative modeling for recommendation. Implements variational inference for a collaborative topic models. These models recommend items to users based on item content and other users' ratings.

deeprec icon deeprec

Implementation of Deep Learning based Recommender Algorithms with Tensorflow

deeprec-1 icon deeprec-1

Deeprec is a portable, flexible and comprehensive library including a variety of state-of-the-art deep learning based recommendation models.

examples-of-web-crawlers icon examples-of-web-crawlers

一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )

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