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Jing Tang's Projects

ailearners icon ailearners

机器学习、深度学习、自然语言处理、计算机视觉、各种算法等AI领域相关技术的路线、教程、干货分享。笔记有：机器学习实战、剑指Offer、cs231n、cs131、吴恩达机器学习、cs224n、python自然语言处理实战

causalml icon causalml

The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML

icgec icon icgec

The algorithm of ICGEC is for estimating gene epigenetic conservation between two conditions

machine-learning icon machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

mearching-learning-project icon mearching-learning-project

本仓库主要讲述数据理解、数据可视化、数据预处理、特征选择、模型选择、模型评估及基于sklearn库中各类机器学习算法的使用（单变量特征选择、递归特征消除、主要成分分析、决策树、随机森林、GBDT族（提升算法））This warehouse mainly describes data understanding, data visualization, data preprocessing, feature selection, model selection, model evaluation and the use of various machine learning algorithms based on sklearn library (univariate feature selection, recursive feature elimination, principal component analysis, decision tree , random forest, GBDT family (boosting algorithm)).

online-shoppers-purchasing-intention icon online-shoppers-purchasing-intention

This repository contains our work for our project that is focused on applying machine learning classification models to e-commerce data. Specifically, we are building a classification model with the intention to determine if a website visitor will complete a purchase or not.

psb2017_reproducibilityofbns icon psb2017_reproducibilityofbns

This repository contains code and data associated with the PSB 2016 conference paper entitled: Exploring the Reproducibility of Probabilistic Causal Molecular Network Models

pythonpark icon pythonpark

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

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