特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现
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May 10, 2023 - Python
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data-reduction
Here are 34 public repositories matching this topic...
Modular image processing pipelines with Python. Built for Astronomy.
python pipeline astronomy image-processing reduction data-reduction astrophysics photometry telescope observation ground-based
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Aug 7, 2024 - Python
Automated SpectroPhotometric Image REDuction (ASPIRED)
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Dec 18, 2023 - Python
https://dodiku.github.io/audio_noise_clustering/results/ ==> An experiment with a variety of clustering (and clustering-like) techniques to reduce noise on an audio speech recording.
python machine-learning clustering dsp scikit-learn speech audio-analysis data-reduction noise-reduction audio-processing
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May 5, 2017 - Python
Pipeline to reduce echelle data (taken with a single or bifurcated fiber input)
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Jan 1, 2024 - Python
A PipelinE to Reduce Observations - The DRS for SPIRou (CFHT)
pipeline exoplanets data-reduction astrophysics high-resolution spectroscopy radial-velocity spirou nirps
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Feb 28, 2025 - Python
A Snakemake workflow for Fermi-LAT data reduction
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Dec 20, 2024 - Python
The ASTROnomical POlarimetry and Photometry pipeline
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Nov 28, 2024 - Python
A Python port of the popular IDL data reduction package REDUCE.
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Feb 25, 2025 - Python
The code for Principal Sample Analysis (PSA) for prototype selection and instance ranking
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Jan 1, 2024 - Python
Algorithms for Data Science
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Jan 5, 2023 - Python
Code for applying hyperspectral data reduction in deep learning
machine-learning compression deep-learning pytorch data-reduction remote-sensing feature-extraction dimensionality-reduction segmentation convolutional-neural-network hyperspectral-imaging u-net x-ray-imaging spectral-imaging
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Apr 13, 2023 - Python
The code for prototype selection and instance ranking using matrix decomposition and subspace learning
data-reduction dictionary-learning principal-component-analysis subspace-learning qr-decomposition fisher-discriminant-analysis nmf-decomposition matrix-decomposition prototype-selection instance-ranking
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Dec 29, 2020 - Python
A script used to reduce the data from the MUSE instrument on the VLT
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Sep 20, 2017 - Python
The code for Curvature Anomaly Detection (CAD), kernel CAD, inverse CAD (iCAD), and kernel iCAD for anomaly detection and prototype selection. It uses the theory of Polyhedron Curvature or angular defect of polyhedron.
data-reduction denoising-images anomaly-detection polyhedron noise-removal prototype-selection instance-ranking
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Jun 12, 2020 - Python
Demonstration of the mini-lab component activities conducted for the course Machine Learning and Artificial Intelligence (19CCE213).
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Sep 10, 2022 - Python
The (modular) MATISSE Automated Data Reduction Software (Matadrs) is a tool written to encompass all the individual steps and files needed to procure and reduce data generally and easily in as few steps as possible
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Nov 29, 2024 - Python
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