机器学习实战：基于Scikit-Learn和TensorFlow
所属分类：数值算法/人工智能
开发工具：Python
文件大小：28784KB
下载次数：77
上传日期：2019-03-26 10:39:53
上 传 者：
御魂笑光辉A
说明： 使用Scikit-Learn和TensorFlow进行深度学习和机器学习的研究。
(Scikit-learn and TensorFlow were used for the research of deep learning and machine learning.)
文件列表:
Scikit-Learn 与 TensorFlow 机器学习实用指南-中文版.pdf (15270360, 2019-03-23)
01_the_machine_learning_landscape.ipynb (281012, 2019-03-15)
02_end_to_end_machine_learning_project.ipynb (1224009, 2019-03-15)
03_classification.ipynb (444268, 2019-03-15)
04_training_linear_models.ipynb (855175, 2019-03-15)
05_support_vector_machines.ipynb (881726, 2019-03-15)
06_decision_trees.ipynb (205044, 2019-03-15)
07_ensemble_learning_and_random_forests.ipynb (557116, 2019-03-15)
08_dimensionality_reduction.ipynb (5822996, 2019-03-15)
09_up_and_running_with_tensorflow.ipynb (203686, 2019-03-15)
10_introduction_to_artificial_neural_networks.ipynb (321124, 2019-03-15)
11_deep_learning.ipynb (1955396, 2019-03-15)
12_distributed_tensorflow.ipynb (24726, 2019-03-15)
13_convolutional_neural_networks.ipynb (4855941, 2019-03-15)
14_recurrent_neural_networks.ipynb (672551, 2019-03-15)
15_autoencoders.ipynb (349978, 2019-03-15)
16_reinforcement_learning.ipynb (1415260, 2019-03-15)
LICENSE (10175, 2019-03-15)
book_equations.ipynb (48616, 2019-03-15)
datasets (0, 2019-03-23)
datasets\housing (0, 2019-03-23)
datasets\housing\housing.csv (1423529, 2019-03-15)
datasets\housing\housing.tgz (409488, 2019-03-15)
datasets\inception (0, 2019-03-23)
datasets\inception\imagenet_class_names.txt (31674, 2019-03-15)
datasets\lifesat (0, 2019-03-23)
datasets\lifesat\gdp_per_capita.csv (36323, 2019-03-15)
datasets\lifesat\oecd_bli_2015.csv (405467, 2019-03-15)
docker (0, 2019-03-23)
docker\.env (32, 2019-03-15)
docker\Dockerfile (3700, 2019-03-15)
docker\Makefile (260, 2019-03-15)
docker\bashrc.bash (89, 2019-03-15)
docker\bin (0, 2019-03-23)
... ...
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