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palpiter's Projects

advertisingattribution icon advertisingattribution

A machine learning project to fit consumer's web-browsing and advertising impression data to a top-secret Hidden Markov Model

awesome-cs icon awesome-cs

计算机优质书籍搜罗+学习路线推荐!

bootstrap icon bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

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.

dataminingvisualizationsystem icon dataminingvisualizationsystem

:cyclone: 数据挖掘可视化系统(Data Mining Visualization System)通过数据挖掘理论、机器学习算法以及数据可视化等信息技术,并基于 Flask 框架搭建 Web 服务器,实现数据挖掘可视化。

deep-conv-attr icon deep-conv-attr

An implementation of our CIKM 2018 paper "Deep Conversion Attribution with Dual-attention Recurrent Neural Network"

gbdt_simple_tutorial icon gbdt_simple_tutorial

python实现GBDT的回归、二分类以及多分类,将算法流程详情进行展示解读并可视化,庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision Trees

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

python-flask-web icon python-flask-web

利用flask进行echarts/pyecharts,Web程序开发,机器学习模型部署

pytorch-lightning-template icon pytorch-lightning-template

An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板,简单易用,稍改原来Pytorch代码,即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well.

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