Result: Statistics and Machine Learning in Python

Title:
Statistics and Machine Learning in Python
Authors:
Duchesnay, Edouard, Lofstedt, Tommy, Younes, Feki
Contributors:
Service NEUROSPIN (NEUROSPIN), Université Paris-Saclay-Institut des Sciences du Vivant Frédéric JOLIOT (JOLIOT), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)
Source:
Engineering school. France. 2021
Publisher Information:
CCSD, 2021.
Publication Year:
2021
Collection:
collection:CEA
collection:CEA-UPSAY
collection:UNIV-PARIS-SACLAY
collection:JOLIOT
collection:CEA-DRF
collection:NEUROSPIN
collection:UNIVERSITE-PARIS-SACLAY
collection:GS-LIFE-SCIENCES-HEALTH
Subject Terms:
Scikit-learn, Machine Learning, Python, Statistics, Statsmodels, Pytorch, [INFO.INFO-AI]Computer Science [cs], Artificial Intelligence [cs.AI], [MATH.MATH-ST]Mathematics [math], Statistics [math.ST]
Original Identifier:
HAL: hal-03038776
Document Type:
Book lecture<br />Lectures
Language:
English
Access URL:
https://hal.science/hal-03038776
https://hal.science/hal-03038776v4/document
https://hal.science/hal-03038776v4/file/StatisticsMachineLearningPython.pdf
Rights:
info:eu-repo/semantics/OpenAccess
Accession Number:
edshal.hal.03038776v4
Database:
HAL

Further Information

Engineering school
This document describes statistics and machine learning in Python using:• Scikit-learn for machine learning.• Pytorch for deep learning.• Statsmodels for statistics.