Theory

Topic	Replies	Views	Activity
Goodfellow, Bengio, Courville - «Deep Learning» (2016) Books book , theory , deep-learning-goodfellow	2	2625	April 2, 2024
Artificial Intelligence hubs on arXiv Theory computer-vision , theory , article	1	551	October 17, 2023
The Software: PyTorch, fastai, and Jupyter (And Why It Doesn’t Matter) - «Deep Learning for Coders with Fastai and PyTorch» (2020) Theory fastai-book , book , fastai , pytorch , jupyter	0	373	February 5, 2022
«Deep Learning for Coders with Fastai and PyTorch» (2020) Books book , fastai-book	0	409	February 4, 2022
How to Learn Deep Learning - «Deep Learning for Coders with Fastai and PyTorch» (2020) Theory fastai-book , book	0	352	February 5, 2022
Neural Networks: A Brief History - «Deep Learning for Coders with Fastai and PyTorch» (2020) Theory book , fastai-book	0	346	February 5, 2022
The difference between a multilayer perceptron and a convolutional neural network Theory cnn , perceptron	0	406	January 29, 2022
What is «regression analysis»? Theory theory , glossary , regression	0	788	May 15, 2019
What is «generalization» in machine learning? Theory theory , glossary	0	698	May 15, 2019
Google's «Machine Learning Crash Course with TensorFlow APIs» Theory tensorflow , theory	0	778	December 12, 2019
C. Randy Gallistel - «Bayes for Beginners: Probability and Likelihood» (2015) Theory statistics , mathematics , theory , article , probability-theory	0	1385	May 28, 2019
What is a «binomial likelihood» function? Theory statistics , mathematics , todo , theory , glossary , probability-theory	0	638	May 28, 2019
What is a «binomial probability distribution» function? Theory probability-theory , statistics , mathematics , todo , theory , glossary	0	722	May 28, 2019
What is a «binomial distribution» function? Theory probability-theory , statistics , mathematics , todo , theory , glossary	0	648	May 28, 2019
What is the difference between the «likelihood function» and «probability density function» terms? Theory mathematics , glossary , theory , probability-theory , statistics	1	1887	May 28, 2019
What is a «null hypothesis»? Theory statistics , mathematics , theory	0	738	May 28, 2019
What is the difference between probability and statistics? Theory mathematics , glossary , theory , probability-theory , statistics	0	617	May 28, 2019
What is a «probability density function» («PDF»)? Theory theory , mathematics , probability-theory , glossary	1	1046	May 28, 2019
What is the «likelihood function»? Theory statistics , theory , mathematics , glossary	1	1093	May 28, 2019
What is a «parameter space» in statistics and probability theory? Theory glossary , statistics , theory , mathematics	1	2757	May 28, 2019
What is a «sample space» in statistics and probability theory? Theory probability-theory , theory , mathematics , glossary	1	980	May 28, 2019
What it the difference between the «sample space» and «parameter space» terms in statistics and probability theory? Theory probability-theory , glossary , statistics , theory , mathematics	0	857	May 28, 2019
What is the «domain» of a function in mathematics? Theory mathematics , glossary , theory	1	850	May 28, 2019
What is the «сodomain» of a function in mathematics? Theory mathematics , glossary , theory	1	973	May 28, 2019
What is a «point estimator» in statistics? Theory glossary , statistics , theory , mathematics	0	621	May 28, 2019
What is an «estimator» in statistics? Theory glossary , statistics , theory , mathematics	0	640	May 28, 2019
What is a «point estimation» in statistics? Theory glossary , statistics , theory , mathematics	0	610	May 28, 2019
What are «odds» in probability theory? Theory glossary , probability-theory , theory , mathematics	0	657	May 28, 2019
What is a «joint probability»? Theory glossary , probability-theory , theory , mathematics	1	905	May 28, 2019
What is a «probability distribution»? Theory glossary , theory , mathematics , probability-theory , statistics	1	788	May 28, 2019