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51 search results found

Feature Selector ⭐ 2,067

Feature selector is a tool for dimensionality reduction of machine learning datasets

Noisereduce ⭐ 1,161

Noise reduction in python using spectral gating (speech, bioacoustics, audio, time-domain signals)

PaCMAP: Large-scale Dimension Reduction Technique Preserving Both Global and Local Structure

Siamesenetwork Tensorflow ⭐ 232

Using siamese network to do dimensionality reduction and similar image retrieval

An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)

Ristretto ⭐ 94

Randomized Dimension Reduction Library

Ccd Reduction And Photometry Guide ⭐ 86

Read the CCD guide here:

Fairness_tutorial ⭐ 65

Hands-on tutorial on ML Fairness

Specreduce ⭐ 49

Tools for the reduction of spectroscopic observations from Optical and NIR instruments

Dimensionality_reduction ⭐ 42

This is the Code for "Dimensionality Reduction - The Math of Intelligence #5" By Siraj Raval on Youtube

Dimensionality Reduction And Classification On Hyperspectral Images Using Python ⭐ 36

In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classification.

Legacypipe ⭐ 33

Image reduction pipeline for the DESI Legacy Imaging Surveys, using the Tractor framework

How_to_make_data_amazing ⭐ 32

This is the code for the "How to Make Data Amazing - Intro to Deep Learning #5" by Siraj Raval on Youtube

Bogotobogo Machine Learning ⭐ 30

Code repository - Jupyter notebook

Pruned Models ⭐ 27

Repository containing pruned models and related information

Friendly professional-level data reduction...documentation here:

Machine Learning Algorithms ⭐ 23

All Machine Learning Algorithms

Craft_of_data_visualization ⭐ 23

Course for ISP: craft of data visualization

Lungcancerdetection ⭐ 18

Lung cancer detection framework

Python Moa ⭐ 18

Python implementation of Mathematics of Arrays (MOA)

Cosmetic ⭐ 15

Cosmetic Recommendation Engine

A tool for dimensionality reduction and visualization of large audio datasets

Gt Dimred ⭐ 15

Genotype dimension reduction research. Code for manuscript "UMAP reveals cryptic population structure and phenotype heterogeneity in large genomic cohorts"

Twitter_sentiment_analysis_part8 ⭐ 14

Twitter sentiment analysis part 8: Dimensionality reduction (chi-squared, PCA)

Dr_cvpr20 ⭐ 13

Tools for the reproducible reduction of LA-ICPMS data.

Machine learning for psychologists: A gentle introduction

Umap_nonlinear Dimensionality Reduction_benchmark ⭐ 11

A primer to Uniform Manifold Approximation and Projection (UMAP)

Generate Parallel Data For Sentence Compression ⭐ 11

Implement Overcoming the Lack of Parallel Data in Sentence Compression Katja Filippova and Yasemin Altun Google

Netnmf Sc ⭐ 10

netNMF-sc: A network regularization algorithm for dimensionality reduction and imputation of single-cell expression data

Parameter space dimension reduction toolbox

Tessreduce ⭐ 10

Transient focused reduction for TESS data

Reward Estimator Iclr ⭐ 9

Reward Estimation for Variance Reduction in Deep Reinforcement Learning

Data Reduction Pipeline for the SEDmachine

Smalldata_tools ⭐ 9

code to facilitate production of LCLS small data files and the analysis thereof

Differential Robust PCA

Improvement Of Quantum Circuits Using H U H Sandwich Technique With Diagonal Matrix Implementation ⭐ 8

In this project I with my colleague Iqra Naz have designed a technique and algorithm for the reduction of the components in the Circuit of quantum computing and simulate and apply it using Qiskit and named it as "H-U-H Sandwich Technique"

Meetup_data_science_2016 ⭐ 8

Code for the Boulder Data Science meetup.

Pca For Dimensionality Reduction_predictingtimefortestingcars ⭐ 8

Ml Notebooks ⭐ 8

A collection of Jupyter notebooks on the subject and application of Machine Learning techniques

Dimensionality Reduction Algorithm for Exploratory Analyses

Churn Reduction ⭐ 7

Pypeit Development Suite ⭐ 7

Digital Audio Signal Processing And Machine Learning Tutorials ⭐ 7

Digital Audio Signal Processing and Machine Learning Tutorials

Python Scripts for Data Reduction and Analysis

Data reduction pipeline for KOALA on the AAT.

Fair Automl ⭐ 6

Repo for the paper "Promoting Fairness through Hyperparameter Optimization" @ ICDM 2021

Tofimaging ⭐ 6

Tool package for neutron time of flight analysis

Feature Reduction Talk ⭐ 5

Notebook image and notebook for feature reduction talk

Modelling Allstate Claims Severity ⭐ 5

Modelling Allstate Claims Severity (June 2017) ⊕

Variable Clustering ⭐ 5

A re-creation of SAS varclus procedure in Python

Noise_reduction ⭐ 5

Using Spectral Noise Gating (SNG) techniques to reduce background noise in streaming microphone input for enhanced vocal recognition

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