Download Machine Learning For Developers [Anglais][PDF] Torrent

Torrent Contents Size: 34.98 MB

Machine Learning For Developers [Anglais][PDF]

PDF

37.51 KB

Chapter01

Code

Derivative.ipynb	IPYNB	15.9 KB
Distributions.ipynb	IPYNB	276.5 KB
mean.ipynb	IPYNB	25.32 KB
variance.ipynb	IPYNB	1.5 KB

Chapter02

Code

Dataset_IO.ipynb

IPYNB

305.18 KB

Dataset_Preprocessing.ipynb

IPYNB

32.4 KB

Feature_Engineering.ipynb

IPYNB

2.39 KB

Results_Description.ipynb

IPYNB

5.79 KB

data

blue_jay.jpg	JPG	605.93 KB
iris.csv	CSV	3.63 KB
mpg.csv	CSV	17.31 KB
sample_missing_data.csv	CSV	74 B

Chapter03

	CH3_kmeans.ipynb	IPYNB	76.58 KB
	CH3_knn.ipynb	IPYNB	52.9 KB

Chapter04

Gradient descent.ipynb

IPYNB

176.71 KB

Linear and polynomial regression.ipynb

IPYNB

196.65 KB

Logistic_regression.ipynb

IPYNB

58.24 KB

data

CHD.csv

CSV

609 B

data.csv

CSV

3.79 KB

Chapter05

Ch5.ipynb

IPYNB

666.91 KB

Chapter06

Convolution and pooling operation.ipynb

IPYNB

1.24 MB

Multilayer convolutional.ipynb

IPYNB

384.01 KB

Transfer.ipynb

IPYNB

19.95 KB

Untitled.ipynb

IPYNB

1.06 KB

blue_jay.jpg

JPG

605.93 KB

quiver.py

278 B

test

butt2.jpg	JPG	127.72 KB
butter1.jpg	JPG	20.59 KB
coldsfoot.jpg	JPG	47.25 KB
coltsfoot-flower.jpg	JPG	172.4 KB
daff1.jpg	JPG	44.57 KB
gaff2.jpg	JPG	17.78 KB
galan.jpg	JPG	222.66 KB
galant2.jpg	JPG	705.91 KB

train

image_0001.jpg	JPG	50.85 KB
image_0002.jpg	JPG	41.24 KB
image_0003.jpg	JPG	46.2 KB
image_0004.jpg	JPG	30.16 KB
image_0005.jpg	JPG	32.73 KB
image_0006.jpg	JPG	27.76 KB
image_0007.jpg	JPG	37.93 KB
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image_0011.jpg	JPG	34.61 KB
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image_0013.jpg	JPG	47.96 KB
image_0014.jpg	JPG	30.71 KB
image_0015.jpg	JPG	33.93 KB
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image_0026.jpg	JPG	31.81 KB
image_0027.jpg	JPG	43.4 KB
image_0028.jpg	JPG	42.04 KB
image_0029.jpg	JPG	40.61 KB
image_0030.jpg	JPG	32.57 KB
image_0031.jpg	JPG	27.96 KB
image_0032.jpg	JPG	51.53 KB
image_0033.jpg	JPG	28.23 KB
image_0034.jpg	JPG	36.45 KB
image_0035.jpg	JPG	30.23 KB
image_0036.jpg	JPG	43.33 KB
image_0037.jpg	JPG	41.94 KB
image_0038.jpg	JPG	31.12 KB
image_0039.jpg	JPG	40.42 KB
image_0040.jpg	JPG	43.34 KB
image_0041.jpg	JPG	57.5 KB
image_0042.jpg	JPG	41.24 KB
image_0043.jpg	JPG	38.31 KB
image_0044.jpg	JPG	32.68 KB
image_0045.jpg	JPG	35.11 KB
image_0046.jpg	JPG	28.23 KB
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image_0048.jpg	JPG	30.72 KB
image_0049.jpg	JPG	38.22 KB
image_0050.jpg	JPG	27.26 KB
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image_0052.jpg	JPG	40.52 KB
image_0053.jpg	JPG	58.01 KB
image_0054.jpg	JPG	57.44 KB
image_0055.jpg	JPG	62.66 KB
image_0056.jpg	JPG	61.56 KB
image_0057.jpg	JPG	41.04 KB
image_0058.jpg	JPG	25.42 KB
image_0059.jpg	JPG	18.06 KB
image_0060.jpg	JPG	32.5 KB

image_0081.jpg	JPG	32.75 KB
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image_0083.jpg	JPG	27.42 KB
image_0084.jpg	JPG	32.91 KB
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image_0088.jpg	JPG	42.63 KB
image_0089.jpg	JPG	21.77 KB
image_0090.jpg	JPG	30.29 KB
image_0091.jpg	JPG	25.78 KB
image_0092.jpg	JPG	26.63 KB
image_0093.jpg	JPG	29.58 KB
image_0094.jpg	JPG	36.9 KB
image_0095.jpg	JPG	33.14 KB
image_0096.jpg	JPG	26.37 KB
image_0097.jpg	JPG	17.91 KB
image_0098.jpg	JPG	24.95 KB
image_0099.jpg	JPG	23.35 KB
image_0100.jpg	JPG	30.19 KB
image_0101.jpg	JPG	37.01 KB
image_0102.jpg	JPG	22.01 KB
image_0103.jpg	JPG	46.36 KB
image_0104.jpg	JPG	17.26 KB
image_0105.jpg	JPG	29.57 KB
image_0106.jpg	JPG	72.23 KB
image_0107.jpg	JPG	28.12 KB
image_0108.jpg	JPG	71.25 KB
image_0109.jpg	JPG	35.51 KB
image_0110.jpg	JPG	42.27 KB
image_0111.jpg	JPG	28.1 KB
image_0112.jpg	JPG	24.8 KB
image_0113.jpg	JPG	24.44 KB
image_0114.jpg	JPG	34.65 KB
image_0115.jpg	JPG	37.67 KB
image_0116.jpg	JPG	76.08 KB
image_0117.jpg	JPG	45.02 KB
image_0118.jpg	JPG	44.64 KB
image_0119.jpg	JPG	73.61 KB
image_0120.jpg	JPG	60.82 KB
image_0121.jpg	JPG	69.39 KB
image_0122.jpg	JPG	51.03 KB
image_0123.jpg	JPG	69.63 KB
image_0124.jpg	JPG	74.11 KB
image_0125.jpg	JPG	50.38 KB
image_0126.jpg	JPG	51.57 KB
image_0127.jpg	JPG	31.08 KB
image_0128.jpg	JPG	43.11 KB
image_0129.jpg	JPG	54.66 KB
image_0130.jpg	JPG	47.72 KB
image_0131.jpg	JPG	52.37 KB
image_0132.jpg	JPG	66.95 KB
image_0133.jpg	JPG	23.97 KB
image_0134.jpg	JPG	44.53 KB
image_0135.jpg	JPG	24.95 KB
image_0136.jpg	JPG	29.32 KB
image_0137.jpg	JPG	43.89 KB
image_0138.jpg	JPG	44.05 KB
image_0139.jpg	JPG	78.4 KB
image_0140.jpg	JPG	57.47 KB

validation

image_0061.jpg	JPG	43.57 KB
image_0062.jpg	JPG	34.25 KB
image_0063.jpg	JPG	27.96 KB
image_0064.jpg	JPG	31.24 KB
image_0065.jpg	JPG	27.27 KB
image_0066.jpg	JPG	23.55 KB
image_0067.jpg	JPG	22.13 KB
image_0068.jpg	JPG	33.61 KB
image_0069.jpg	JPG	59.46 KB
image_0070.jpg	JPG	33.15 KB
image_0071.jpg	JPG	32.66 KB
image_0072.jpg	JPG	26.83 KB
image_0073.jpg	JPG	48.62 KB
image_0074.jpg	JPG	29.41 KB
image_0075.jpg	JPG	56.46 KB
image_0076.jpg	JPG	41.14 KB
image_0077.jpg	JPG	40.28 KB
image_0078.jpg	JPG	34.4 KB
image_0079.jpg	JPG	38.1 KB
image_0080.jpg	JPG	54.41 KB

image_0141.jpg	JPG	32.61 KB
image_0142.jpg	JPG	57.03 KB
image_0143.jpg	JPG	39.56 KB
image_0144.jpg	JPG	50.72 KB
image_0145.jpg	JPG	34.69 KB
image_0146.jpg	JPG	24.8 KB
image_0147.jpg	JPG	42.42 KB
image_0148.jpg	JPG	47.48 KB
image_0149.jpg	JPG	48.36 KB
image_0150.jpg	JPG	18 KB
image_0151.jpg	JPG	72.66 KB
image_0152.jpg	JPG	59.82 KB
image_0153.jpg	JPG	48.18 KB
image_0154.jpg	JPG	84 KB
image_0155.jpg	JPG	37.64 KB
image_0156.jpg	JPG	39.33 KB
image_0157.jpg	JPG	39.34 KB
image_0158.jpg	JPG	39.08 KB
image_0159.jpg	JPG	43.3 KB
image_0160.jpg	JPG	50.63 KB

Chapter07

CH7_time_series.ipynb

IPYNB

540.24 KB

data

elec_load.csv

CSV

2.25 MB

MachineLearningForDevelopers.pdf

PDF

19.95 MB

Description

Show full description

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Machine Learning For Developers [Anglais][PDF]

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