Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other types of data. pyPreprocessing includes baseline correction, smoothing, filtering, normalization and transformation.
☆21Apr 14, 2025Updated last year
Alternatives and similar repositories for pyPreprocessing
Users that are interested in pyPreprocessing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A custom toolkit to implement partial least squares regression (PLSR) and discriminant analysis (PLSDA) in MATLAB.☆10Jun 5, 2025Updated last year
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆37Aug 18, 2020Updated 6 years ago
- The purpose of this repository is to use Transfer Learning in order to classify patients affected by Amyotrophic Lateral Sclerosis using …☆13Mar 10, 2021Updated 5 years ago
- We apply deep learning approaches to accurately identify 30 common bacterial pathogens, achieving an average isolate-level accuracy of ov…☆14Feb 27, 2021Updated 5 years ago
- Intelligent background-correction algorithm for highly fluorescent sample in Raman spectroscopy☆26Dec 17, 2019Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Deep CNN for Raman Applications☆53Mar 14, 2018Updated 8 years ago
- Component Identification with Raman Spectroscopy Made Easy☆21Jan 16, 2025Updated last year
- SpectroChemPy is a framework for processing, analyzing and modeling spectroscopic data for chemistry with Python☆187Updated this week
- Repository containing code for analysis of Raman and IR spectra datasets☆29Dec 30, 2020Updated 5 years ago
- A Minimalistic Automatic Framework for Chemometrics and Machine Learning☆12Mar 26, 2026Updated 7 months ago
- Deconvolution of Raman spectra☆36Sep 9, 2023Updated 3 years ago
- ☆16Mar 6, 2022Updated 4 years ago
- Python code to identify and calculate decomposition of materials using Raman spectroscopy☆29Dec 31, 2020Updated 5 years ago
- Package to make analysis of transmission electron microscopy images simple.☆18Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆36Nov 2, 2025Updated 11 months ago
- Chemometrics Toolbox for MATLAB☆12Apr 13, 2026Updated 6 months ago
- Fitting the Hill Equation to Experimental Data☆13Oct 19, 2026Updated last week
- A package for plotting and manipulating 1D spectra☆13Jul 30, 2024Updated 2 years ago
- The source code of "DiffSpectra: Molecular Structure Elucidation from Spectra using Diffusion Models"☆11Oct 18, 2026Updated last week
- Predicting molecular structure from Infrared (IR) Spectra☆33Jun 6, 2024Updated 2 years ago
- Plots absorption spectra from from ORCA output files☆21May 10, 2026Updated 5 months ago
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆77Sep 25, 2024Updated 2 years ago
- Gabedit is a free graphical user interface for computational chemistry packages. Computational chemistry packages supported by Gabedit …☆12Mar 27, 2026Updated 7 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This jupyter notebook is part of the lecture "Data Science for Raman spectroscopy" imparted by Nicolás Coca-López during the Hands-on Wor…☆14Jan 15, 2023Updated 3 years ago
- Fast visualisation of data from: BWTek, RENISHAW, WITec and Wasatch System Spectrometers☆14Nov 5, 2025Updated 11 months ago
- The dataset of our work where the application of portable Raman spectroscopy coupled with several supervised machine-learning techniques,…☆15Nov 21, 2019Updated 6 years ago
- A variation on a standard Decision Tree such as that in sklearn, where nodes may be based on an aggregation of multiple splits.☆10May 24, 2024Updated 2 years ago
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆53Jan 3, 2020Updated 6 years ago
- 用numpy实现全连接神经网络(正向传播与反向传播)。Using numpy to realize fully connected neural network(forward and backward)☆12Jan 18, 2023Updated 3 years ago
- Electro - easy commutation schematic editor written in Python + Qt (PyQt)☆14Mar 10, 2020Updated 6 years ago
- Linear MALDI-ToF simultaneous spectrum deconvolution and baseline removal☆11Jan 23, 2020Updated 6 years ago
- A Python library of algorithms for the baseline correction of experimental data.☆195Oct 11, 2026Updated 2 weeks ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is an official repository of Vib2Mol☆13Sep 10, 2026Updated last month
- Examples of different Siamese Neural Networks architectures applied to well-known datasets.☆13Sep 1, 2020Updated 6 years ago
- From Jupyter to production: build an ML pipeline to train an AI image classifier using DevOps and CI/CD☆12May 2, 2024Updated 2 years ago
- 使用近红外光照射布匹得到光谱的放射率、吸收率等信息，预测布匹成分（是否为纯材质、氨纶含量）☆13Dec 18, 2020Updated 5 years ago
- an automatic plot digitizer for spectroscopy images (i.e. XANES and Raman)☆46Nov 3, 2022Updated 3 years ago
- Python package for partial least squares regression (PLSR)☆25May 1, 2019Updated 7 years ago
- baseline subtraction algorithms including ALS-based (ALS, psalsa and derpsalsa), morphological and wavelet-based☆12Sep 10, 2021Updated 5 years ago