{"repo":"Anselmoo/SpectraFit","free":true,"listed":false,"github":"https://github.com/Anselmoo/SpectraFit","clone":"git clone https://github.com/Anselmoo/SpectraFit.git","description":"📊📈🔬 SpectraFit is a command-line and Jupyter-notebook tool for quick data-fitting based on the regular expression of distribution functions.","language":"Python","stars":35,"topics":["data-science","spectroscopy","fitting","python","science","juypter-notebook","curve-fitting","scientific-plotting","data-analysis-python","data-visualization"],"license":"BSD-3-Clause","category":"cli-tools","readme_excerpt":"SpectraFit --- Data Analysis Tool for All Kinds of Spectra Warning SpectraFit v2.0 is currently in development. SpectraFit v1.x is in end-of-life maintenance mode and will receive only critical hotfixes. SpectraFit is a Python tool for quick data fitting based on the regular expression of distribution and linear functions via the command line (CMD) or Jupyter Notebook It is designed to be easy to use and supports all common ASCII data formats. SpectraFit runs on Linux , Windows , and MacOS . Scope - Fitting of 2D data, also with multiple columns as global fitting - Using established and advanced solver methods - Extensibility of the fitting function - Guarantee traceability of the fitting results - Saving all results in a SQL-like-format ( CSV ) for publications - Saving all results in a NoSQL-like-format ( JSON ) for project management - Having an API interface for Graph-databases SpectraFit is a tool designed for researchers and scientists who require immediate data fitting to a model. It proves to be especially beneficial for individuals working with vast datasets or who need to conduct numerous fits within a limited time frame. SpectraFit's adaptability to various platforms and data formats makes it a versatile tool that caters to a broad spectrum of scientific applications. Installation via pip: via conda, see also conda-forge: Usage SpectraFit needs as command line tool only two things: 1. The reference data, which should be fitted. 2. The input file, which contains the","default_branch":null,"files":null,"tree":[],"storefront":"/r/Anselmoo","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Anselmoo/SpectraFit/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}