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open Graph Image
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No
is In Organization
Yes
description
The photometric redshifts estimation is currently the most powerful and efficient way to estimate the distances to the extragalactic sources. The exponential data avalanche continues and this will require low cost, fast and efficient data-driven methods to analyse and make predictions from the data. In this study, we present the supervised machine learning algorithms that were used to attain the photometric redshifts of the galaxies and quasars found in Sloan Digital Sky Survey data release 16 (SDSS DR16). We adopt the K-Nearest Neighbour (KNN) and Random Forest (RF) regressors to estimate the photometric redshifts of 285685 galaxies and 124688 quasars by considering their photometric measurements.
description
Promise based HTTP client for the browser and node.js
homepage
homepage
https://axios-http.com
url
https://githubhelp/pfunzowalter/regression
url
https://githubhelp/axios/axios
disk Usage
3028
dis kUsage
17418
stargazer Count
2
stargazer Count
105082
forkCount
0
forkCount
10823
watcher Count
1
watcher Count
1197
created At
2020-11-15
created At
2014-08-19
license Info
license Info
MIT License
issues
0
issues
50
languages
1
languages
4
repository Topics
2
repository Topics
5
owner
pfunzowalter
owner
axios
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owner Avatar
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other
other

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