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 47 public repositories matching this topic...
Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only the data that matters.
iot drone robotics mcp ros data-reduction ardupilot betaflight ros2 claude duckdb px4-autopilot mcap model-context-protocol mcp-server
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Aug 18, 2026 - Python
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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Jul 10, 2025 - Python
Automated SpectroPhotometric Image REDuction (ASPIRED)
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Apr 22, 2026 - 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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Aug 4, 2026 - Python
A Snakemake workflow for Fermi-LAT data reduction
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Aug 12, 2025 - Python
A Python port of the popular IDL data reduction package REDUCE.
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Aug 5, 2026 - Python
The ASTROnomical POlarimetry and Photometry pipeline
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Nov 28, 2024 - Python
python data-science algorithms data-processing data-reduction aggregation similarity-analysis
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May 25, 2026 - Python
The code for Principal Sample Analysis (PSA) for prototype selection and instance ranking
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Jan 1, 2024 - Python
A toolbox for processing data from multi-object long-slit spectrographs
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Aug 11, 2026 - 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
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