ssfc / machine-learning Goto Github PK

深度 | 周志华：“深”为什么重要，以及还有什么深的网络
https://mp.weixin.qq.com/s/T9MjdT2r9KSXZAxAEcm6mA

https://www.cnblogs.com/itboys/p/8858172.html

511.Install chrome; (2019-5-10)
512.Q1
513.Q2
514.Q3
515.Q4
516.Q5
517.Q6
518.Q7
519.Q8

481.Q5
482.Q6
483.Q7
484.Q8
485.Q9
486.Q10
487.Run your cells using SHIFT+ENTER (or "Run cell") (2019-5-6)
488.basic_sigmoid; (2019-5-7)
489.Sigmoid; (2019-5-7)

452.Use vector to implement cost function in ex1; done; (2019-4-30)
453.Install virtual machine; download virtual box; install; (2019-4-30)
454.Download ubuntu 18; install; change resolution; (2019-4-30)
455.Download pip3; give up; done; (2019-4-30)
456.Replace func with map; done; (2019-4-30)
457.Modify compounds.php to display natural language before source code; done; (2019-4-30)
458.Try to install ubuntu 14; done; (2019-5-1)
459.Q1

491.sigmoid_derivative; (2019-5-7)
492.image2vector; (2019-5-7)
493.normalizeRows; (2019-5-7)
494.Softmax; (2019-5-7)
495.L1 function; (2019-5-7)
496.L2 function; (2019-5-7)
497.Sigmoid; (2019-5-7)
498.Initialize With Zeros; (2019-5-7)
499.Learn how to do matrix multiplication; np.dot; (2019-5-8)

machine-learning-ex2.zip

421.Q1
422.Q2
423.Q3
424.Q4
425.Q5
426.Find tp; find fp; find fn;
427.Q1
428.Q2
429.Q3

521.Q9
522.Q10
523.1 - Packages
524.2 - Dataset
525.3 - Simple Logistic Regression
526.4 - Neural Network model
527.4.1 - Defining the neural network structure
528.layer_sizes
529.4.2 - Initialize the model's parameters

401.Load database in new computer; done; rename files; (2019-4-18)
402.Install github desktop; done; backup database; (2019-4-18)
403.Q1
404.Q2
405.Q3
406.Q4
407.Q5
408.Q1
409.Q2

441.Q3
442.Q4
443.Q5
444.Download putty; cannot connect; try xshell; give up; (2019-4-25)
445.$ sudo yum install httpd; success; (2019-4-25)
446.$ sudo yum install mariadb-server mariadb; done; yum install php php-mysql; done; (2019-4-25)
447.mysql -u root -p; done; (2019-4-25)
448.Download winscp; done; use it to upload files; (2019-4-26)
449.Download all lectures of machine learning; (2019-4-26)
450.Focus on math of machine learning; (2019-4-26)

machine-learning-ex3.zip

https://blog.csdn.net/csdn_jiayu/article/details/82155224

831.convolutional_block
832.3 - Building your first ResNet model (50 layers)
833.ResNet50
834.Q1
835.Q2
836.Q3
837.Q4
838.Q5
839.Q6

machine-learning-ex1.zip

https://github.com/enggen/Deep-Learning-Coursera/blob/master/Sequence%20Models/Week1/Building%20a%20Recurrent%20Neural%20Network%20-%20Step%20by%20Step/Building%20a%20Recurrent%20Neural%20Network%20-%20Step%20by%20Step%20-%20v1.ipynb

Re-Net; EMNLP paper; dataset ICEWS14, ICEWS18; filtered and raw;

461.Q2
462.Q3
463.Q4
464.Q5
465.Q6
466.Q7
467.Q8
468.Q9
469.Q10

wuandrew.docx

821.Q8
822.Q9
823.Q10
824.Residual Networks
825.1 - The problem of very deep neural networks
826.2 - Building a Residual Network
827.2.1 - The identity block
828.identity_block
829.2.2 - The convolutional block

471.Download python; install python; done; (2019-5-5)
472.Create cmd; pip install numpy; done; install scipy; done; pip install matplotlib; done; (2019-5-6)
473.Download anaconda python; (2019-5-6)
474.Install xunlei; done; (2019-5-6)
475.Read tutorial of numpy; done; (2019-5-6)
476.Q1
477.Q2
478.Q3
479.Q4

381.Theta is gained from selected x; done; (2019-4-12)
382.Why error is a matrix? Size is different; done; (2019-4-12)
383.Q1
384.Q2
385.Q3
386.Q4
387.Q5
388.Sent weekly report; (2019-4-16)
389.Q1: high variance, low smooth;

订单5190328579515998电子发票.pdf

841.Q7
842.Q8
843.Q9
844.Q10
845.Autonomous driving - Car detection
846.1 - Problem Statement
847.2 - YOLO
848.2.1 - Model details
849.2.2 - Filtering with a threshold on class scores

431.Q4
432.Q5
433.Q1
434.Q2
435.Q3
436.Q4
437.Q5
438.Q1
439.Q2

411.Q3
412.Q4
413.Q5
414.What is miu? Done; (2019-4-20)
415.Q1
416.Q2
417.Q3
418.Q4
419.Q5

391.Q2
392.Q3
393.Q4
394.Q5
395.Help double; Convert X to double precision type; (2019-4-17)
396.RBF kernel is Gauss kernel; done; (2019-4-17)
397.Use length instead of size; done; (2019-4-17)
398.Help strtok; Find all characters in the string STR up to, but not including, the first character which is in the string DELIM.; (2019-4-17)
399.Help strtrim; Remove leading and trailing whitespace from S; (2019-4-17)

deeplearning.docx