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Causal-learn: Causal Discovery in Python [PDF]
Journal of machine learning research, 2023 Causal discovery aims at revealing causal relations from observational data, which is a fundamental task in science and engineering. We describe $\textit{causal-learn}$, an open-source Python library for causal discovery. This library focuses on bringing
Yujia Zheng +8 more
semanticscholar +1 more source
PyMC: a modern, and comprehensive probabilistic programming framework in Python
PeerJ Computer Science, 2023 PyMC is a probabilistic programming library for Python that provides tools for constructing and fitting Bayesian models. It offers an intuitive, readable syntax that is close to the natural syntax statisticians use to describe models.
Oriol Abril-Pla +13 more
semanticscholar +1 more source
Superposed epoch analysis using time-normalization: A Python tool for statistical event analysis
Frontiers in Astronomy and Space Sciences, 2022 A superposed epoch analysis (SEA) is a simple, yet powerful statistical analysis technique, used to identify patterns in the temporal evolution of observed quantities relative to defined epochs.
Samuel D. Walton +2 more
doaj +1 more source
Introduction to Anaconda and Python: Installation and setup [PDF]
Tutorials in Quantitative Methods for Psychology, 2020 Python has become one of the most popular programming languages for research in the past decade. Its free, open-source nature and vast online community are some of the reasons behind its success.
Rolon-Mérette, Damien +3 more
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GSEApy: a comprehensive package for performing gene set enrichment analysis in Python
Bioinform., 2022 Motivation Gene set enrichment analysis (GSEA) is a commonly used algorithm for characterizing gene expression changes. However, the currently available tools used to perform GSEA have a limited ability to analyze large datasets, which is particularly ...
Zhuoqing Fang, Xinyuan Liu, G. Peltz
semanticscholar +1 more source
Python Battery Mathematical Modelling (PyBaMM)
Journal of Open Research Software, 2021 As the UK battery modelling community grows, there is a clear need for software that uses modern software engineering techniques to facilitate cross-institutional collaboration and democratise research progress.
Valentin Sulzer +4 more
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The Plight of Reptiles as Ecological Actors in the Tropics
Frontiers in Ecology and Evolution, 2017 Earth's tropical ecosystems have witnessed several extinctions and a dramatic reduction of the range and abundance of large reptile species, which is directly related to the rise of early and modern humans.
Everton B. P. de Miranda +2 more
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ONLINE STATISTICS SYSTEM FOR PARTICIPANTS IN THE DISCORD MESSENGER USING PYTHON AND POSTGRESQL
International Journal of Advanced Studies, 2022 The relevance of the topic under consideration is since in one of the Discord channel communities there was a need to collect the activity of channel members for a certain time and duration.
Roman R. Krapivin +3 more
doaj +1 more source
SciPy 1.0: fundamental algorithms for scientific computing in Python
Nature Methods, 2019 SciPy is an open-source scientific computing library for the Python programming language. Since its initial release in 2001, SciPy has become a de facto standard for leveraging scientific algorithms in Python, with over 600 unique code contributors ...
Pauli Virtanen +111 more
semanticscholar +1 more source