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Hi! I am Xiaokai Xia | 夏骁凯 👋

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你好,我是华南师范大学心理学院在读博士研究生。我的研究方向是认知控制功能的计算模型。研究方法主要使用计算机程序模拟人类行为,并依据模拟结果在神经影像或神经电信号上寻找相关证据。

我的个人兴趣主要是高性能计算技术,目前正在使用 Julia 语言完成研究中的大部分代码。我同时也有 R 与 Python, SQL, Wolfram Language 的使用经验。

我同样对于数据科学的教育公平性抱有很大的兴趣。曾在自己组织的 PsychoR 团队,以及在统计之都内,进行面向高校的编程入门和数据分析的培训。也曾与广州的公立机构和慈善机构合作,为残障人士进行数据科学方面的相关培训。

我曾经是一名中医,具有在三甲医院门诊与病房的中医与现代医学临床工作经验。我同时也在接受精神分析方面的训练,接受个人分析训练约 120 小时,作为咨询师工作约 50 小时。


I am a Ph.D. student who majors in computational cognitive neuroscience at South China Normal University. I am working on building a computational model of cognitive control now. I am trying to model the behavior of learning and decision making in human.

My interests are High-performance computing. I am using Julialang to build the models in my research. I also have years of experience in R, Python, SQL, and Wolfram Language.

I am working on the educational equity of data science as well. I have organized a team or worked in the Capital of Statistics to teach the program and basic statistics in universities. I worked with public institutions and NGOs in Guangzhou to provide data science training for people with disabilities.

I was a doctor of traditional Chinese medicine. Moreover, I had received psychoanalysis training for 3 years.


Xiaokai Xia's Projects

996.icu icon 996.icu

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

auto-save icon auto-save

Automatically save files without temporary files to protect your finger. ;)

binica icon binica

Binary Infomax ICA in C using LAPACK

canlabcore icon canlabcore

Core tools required for running Canlab Matlab toolboxes. The heart of this toolbox is object-oriented tools that enable interactive analysis of neuroimaging data and simple scripts using high-level commands tailored to neuroimaging analysis.

colortile icon colortile

使用 ggplot2 与colorspace 对多类型数据进行可视化heatmap 实现

dcm-peb-example icon dcm-peb-example

Tutorial papers and dataset illustrating group connectivity analysis with DCM and PEB

embersonzinszermcpa icon embersonzinszermcpa

Implement multivariate channel analysis (MCPA) with NIRS a la Emberson, Zinszer, Raizada and Aslin

empathyindoctor icon empathyindoctor

My Graduate work which find the influence factors of empathy ability of doctor put here to give a way to someone who want to check my work.

homebrew-cask icon homebrew-cask

🍻 A CLI workflow for the administration of macOS applications distributed as binaries

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