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The Top 23 Python Reduction Open Source Projects

Open source projects categorized as Python Reduction
Categories > Reduction
Umap ⭐ 6,672
Uniform Manifold Approximation and Projection
dependent packages 412total releases 39most recent commit 4 months agopypi umap-learn} Downloads
Sumy ⭐ 3,343
Module for automatic summarization of text documents and HTML pages.
dependent packages 14total releases 16most recent commit 3 months agopypi sumy} Downloads
Dimensionality_reduction_alo_codes ⭐ 1,949
特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现
most recent commit a year ago
Pyopencl ⭐ 1,021
OpenCL integration for Python, plus shiny features
dependent packages 2total releases 50most recent commit 2 months ago
Keops ⭐ 949
KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows
dependent packages 25total releases 31most recent commit 3 months agopypi pykeops} Downloads
Deeptime ⭐ 616
Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
dependent packages 1total releases 17most recent commit 8 months agopypi deeptime} Downloads
Loopy ⭐ 535
A code generator for array-based code on CPUs and GPUs
total releases 1most recent commit 3 months ago
Ivis ⭐ 304
Dimensionality reduction in very large datasets using Siamese Networks
dependent packages 2total releases 33most recent commit 6 months agopypi ivis} Downloads
Pymor ⭐ 264
pyMOR - Model Order Reduction with Python
most recent commit 3 months ago
Pymp ⭐ 262
Easy, OpenMP style multiprocessing for Python on Unix.
dependent packages 4total releases 10most recent commit 5 months agopypi pymp-pypi} Downloads
Dpca ⭐ 202
An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)
total releases 3most recent commit 2 years ago
Mantid ⭐ 202
Main repository for Mantid code
most recent commit 3 months ago
Highdimensional Decision Boundary Plot ⭐ 170
Estimating and plotting the decision boundary (decision surface) of machine learning classifiers in higher dimensions (scikit-learn compatible)
most recent commit 5 years ago
Pypeit ⭐ 146
The Python Spectroscopic Data Reduction Pipeline
dependent packages 2total releases 36most recent commit 3 months agopypi pypeit} Downloads
Noise_reduction ⭐ 138
Speech noise reduction which was generated using existing post-production techniques implemented in Python
most recent commit 2 years ago
Scikit Mdr ⭐ 123
A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.
dependent packages 9total releases 11most recent commit 10 months agopypi scikit-MDR} Downloads
Pytorch Spectral Clustering ⭐ 122
[Under development]- Implementation of various methods for dimensionality reduction and spectral clustering implemented with Pytorch
most recent commit 7 years ago
Ste Nvan ⭐ 121
Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification (BMVC 2019)
most recent commit 3 years ago
Silx ⭐ 109
silx toolkit
dependent packages 31total releases 34most recent commit 3 months agopypi silx} Downloads
Sharpy ⭐ 107
Simulation of High Aspect Ratio aeroplanes and wind turbines in Python: a nonlinear aeroelastic code
most recent commit 3 months ago
Luna16_multi_size_3dcnn ⭐ 106
An implement of paper "Multi-level Contextual 3D CNNs for False Positive Reduction in Pulmonary Nodule Detection"
most recent commit 2 years ago
Ifeature ⭐ 99
iFeature is a comprehensive Python-based toolkit for generating various numerical feature representation schemes from protein or peptide sequences. iFeature is capable of calculating and extracting a wide spectrum of 18 major sequence encoding schemes that encompass 53 different types of feature descriptors. Furthermore, iFeature also integrates five kinds of frequently used feature clustering algorithms, four feature selection algorithms and three dimensionality reduction algorithms.
most recent commit 2 years ago
Ristretto ⭐ 94
Randomized Dimension Reduction Library
total releases 4most recent commit 3 years ago
The 10 Most Depended On Python Reduction Open Source Projects
Umap ⭐ 6,672
Uniform Manifold Approximation and Projection
dependent packages 412total releases 39latest release November 18, 2023most recent commit 4 months agopypi umap-learn} Downloads
Silx ⭐ 109
silx toolkit
dependent packages 31total releases 34latest release March 18, 2021most recent commit 3 months agopypi silx} Downloads
Keops ⭐ 949
KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows
dependent packages 25total releases 31latest release April 04, 2023most recent commit 3 months agopypi pykeops} Downloads
Sumy ⭐ 3,343
Module for automatic summarization of text documents and HTML pages.
dependent packages 14total releases 16latest release October 23, 2022most recent commit 3 months agopypi sumy} Downloads
Scikit Mdr ⭐ 123
A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.
dependent packages 9total releases 11latest release June 14, 2023most recent commit 10 months agopypi scikit-MDR} Downloads
Pymp ⭐ 262
Easy, OpenMP style multiprocessing for Python on Unix.
dependent packages 4total releases 10latest release February 28, 2022most recent commit 5 months agopypi pymp-pypi} Downloads
Pyopencl ⭐ 1,021
OpenCL integration for Python, plus shiny features
dependent packages 2total releases 50latest release October 15, 2022most recent commit 2 months ago
Py Ard ⭐ 16
HLA ARD Reduction in Python
dependent packages 2total releases 54latest release November 09, 2023most recent commit 3 months agopypi py-ard} Downloads
Numina ⭐ 6
Astronomical data reduction package
dependent packages 2total releases 46latest release November 04, 2023most recent commit 3 months agopypi numina} Downloads
Ivis ⭐ 304
Dimensionality reduction in very large datasets using Siamese Networks
dependent packages 2total releases 33latest release March 10, 2022most recent commit 6 months agopypi ivis} Downloads
The 10 Latest Releases In Python Reduction Open Source Projects
Prose ⭐ 48
Modular image processing pipelines with Python. Built for Astronomy.
total releases 27latest release November 28, 2023most recent commit 3 months ago
Umap ⭐ 6,672
Uniform Manifold Approximation and Projection
dependent packages 412total releases 39latest release November 18, 2023most recent commit 4 months agopypi umap-learn} Downloads
Py Ard ⭐ 16
HLA ARD Reduction in Python
dependent packages 2total releases 54latest release November 09, 2023most recent commit 3 months agopypi py-ard} Downloads
Numina ⭐ 6
Astronomical data reduction package
dependent packages 2total releases 46latest release November 04, 2023most recent commit 3 months agopypi numina} Downloads
Pypeit ⭐ 146
The Python Spectroscopic Data Reduction Pipeline
dependent packages 2total releases 36latest release September 20, 2023most recent commit 3 months agopypi pypeit} Downloads
Reducer ⭐ 25
Friendly professional-level data reduction...documentation here:
total releases 27latest release September 13, 2023most recent commit 7 months ago
Goodman_pipeline ⭐ 14
Goodman Data Reduction Pipeline
total releases 44latest release August 17, 2023most recent commit 7 months ago
Aspired ⭐ 28
Automated SpectroPhotometric Image REDuction (ASPIRED)
total releases 16latest release July 24, 2023most recent commit 4 months ago
Scikit Mdr ⭐ 123
A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.
dependent packages 9total releases 11latest release June 14, 2023most recent commit 10 months agopypi scikit-MDR} Downloads
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