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Name: Yajun Liu
Type: User
Location: Hangzhou,China
Name: Yajun Liu
Type: User
Location: Hangzhou,China
This repository demonstrates the application of the ARACNE algorithm for gene regulatory network reconstruction using a synthetic dataset. It includes the Python code for generating the synthetic dataset, implementing the ARACNE method, and analyzing the results.
Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.
使用克利夫兰心脏病数据集包含 的303个实例和14个属性,请直接使用克利夫兰心脏病数据集的目标变量基于随机森林模型进行二分类预测,预测患者是否会患上心脏病。基于6个方法(混淆矩阵,精度,召回率、精确率和 F1 分数,ROC 曲线和 AUC 分数,特征重要性,部分依赖图)对前面随机森林模型的预测结果进行评估和解释。
WebGL 3d dynamical systems visualization
Deep Learning for humans
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
MATCHER (Manifold Alignment to Characterize Experimental Relationships) is an approach for integrating single cell transcriptomic and epigenomic data. See Welch et al. (2017) for more details: https://genomebiology.biomedcentral.com/articles/10.1186/s13059-017-1269-0
A comprehensive analysis of microbiome data focusing on batch effect correction using the ComBat algorithm and visualization through Principal Component Analysis (PCA).
本项目致力于深入探索和分析microRNA研究领域的数据。通过使用Python脚本对研究数据进行综合分析,我们可以揭示microRNA研究的历史趋势、主要贡献者和当前的热门主题。该仓库包含数据处理和可视化的脚本,以及详细的README文档,以指导用户如何使用这些脚本来分析自己的数据。
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.