Course material including python code and data is available at - https://github.com/datawisdomx/DataScienceCourse It has python code examples for each algorithm and a full model building and deployment example Repository for the Data Science course. Each part of the course will have a separate...
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How do you learn data science? By doing data science, of course! Okay, okay - that might not be particularly helpful when you're first starting out. In this section, we've listed some learning resources, in rough order from least to greatest commitment - Tutorials, Massively Open Online ...
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代码地址:GitHub - THUDM/DataSciBench: DataSciBench: An LLM Agent Benchmark for Data Science 1. 引言 随着大型语言模型(LLMs)在数据科学和科学领域的广泛应用,如数据分析、蛋白质生成和科学发现等,如何评估这些模型在复杂任务中的表现成为了一个重要的研究方向。现有的基准测试大多集中在单一任务、易于获取的...
Inferring cellular trajectories using a variety of omic data is a critical task in single-cell data science. However, accurate prediction of cell fates, and thereby biologically meaningful discovery, is challenged by the sheer size of single-cell data, the diversity of omic data types, and the ...
Automatic phylogenetic inference plays an increasingly important role in computational historical linguistics. Most pertinent work is currently based on expert cognate judgments. This limits the scope of this approach to a small number of well-studied la
Label Propagation for Domain Adaptation: cecilialeiqi.github.io/ research visions echoing that of MaD Group: nyudatascience.medium.com Advertisement: I plan to admit 1-2 Ph.D. students starting Fall 2024. I hope that you 1) are self-motivated and proactive in doing research in Machine Learni...
This is the repo supporting Intro to Data Science (DS-GA-1001) for the NYU Center for Data Science. For homework assignments, quizzes, exams and course grades, please log in to NYU Classes. This repo contains reference iPython notebooks and Labs. It is recommended to fork this repo so ...
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