文件名称：Neural-Networks-for-Machine-Learning:机器学习的Coursera神经网络，作者Geoffrey Hinton
文件大小：23.41MB
文件格式：ZIP
更新时间：2024-05-30 17:58:35
JupyterNotebook
机器学习的Coursera神经网络，作者Geoffrey Hinton
【文件预览】：
Neural-Networks-for-Machine-Learning-master
----week-13()
--------PA4.pdf(92KB)
--------quiz-13.pdf(65KB)
----week-2()
--------week-2.pdf(493KB)
--------quiz-2.pdf(129KB)
----README.md(67B)
----week-1()
--------week1_quiz.pdf(97KB)
--------week1.pdf(3.88MB)
----week-4()
--------Neural-probabilisic-language-models.pdf(137KB)
--------quiz-4.pdf(219KB)
--------lec4.pdf(941KB)
--------turian.png(151KB)
----week-5()
--------lec5.pdf(1.56MB)
--------Convolutional-networks-for-images_-speech_-and-time-series.pdf(122KB)
--------P2.pdf(204KB)
--------assignment2()
--------quiz-5(1).pdf(343KB)
--------Gradient-based-learning-applied-to-document-recognition.pdf(933KB)
--------quiz-5.pdf(351KB)
----week-7()
--------A-novel-approach-to-on-line-handwriting-recognition-based-on-bidirectional-long-short-term-memory-networks.pdf(313KB)
--------quiz-7.pdf(224KB)
--------lec7.pdf(953KB)
----week-14()
--------quiz-14(3).pdf(108KB)
--------quiz-14(1).pdf(106KB)
--------quiz-14(2).pdf(110KB)
--------quiz-14.pdf(113KB)
----week-12()
--------quiz-12(1).pdf(172KB)
--------quiz-12(2).pdf(174KB)
--------quiz-12.pdf(171KB)
----week-6()
--------quiz-6(1).pdf(162KB)
--------lec6.pdf(534KB)
--------quiz-6.pdf(168KB)
----week-16()
--------Hinton_fcrimins.pdf(461KB)
--------final_exam.pdf(1.01MB)
----week-11()
--------quiz-11(1).pdf(155KB)
--------quiz-11.pdf(137KB)
----week-15()
--------quiz-15.pdf(116KB)
----week-3()
--------Assignment1()
--------quiz-3.pdf(230KB)
--------lec3.pdf(535KB)
--------Learning-representations-by-back-propagating-errors.pdf(2.95MB)
----week-9()
--------PA3.pdf(160KB)
--------P3.pdf(191KB)
--------solPA3.pdf(119KB)
--------quiz-9(1).pdf(207KB)
--------lec9.pdf(702KB)
--------quiz-9(2).pdf(193KB)
--------quiz-9.pdf(194KB)
----week-8()
--------Generating-Text-with-Recurrent-Neural-Networks.pdf(267KB)
--------quiz-8(1).pdf(112KB)
--------lec8.pdf(643KB)
--------quiz-8.pdf(114KB)
----week-10()
--------Improving-neural-networks-by-preventing-co-adaptation-of-feature-detectors.pdf(1.59MB)
--------lec10.pdf(827KB)
--------quiz-10.pdf(165KB)
--------Adaptive-mixtures-of-local-experts.pdf(265KB)