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博客 | PengFooLiglightGBM - Tree Ensemble工具的新选择. XGBoost all in one. Powered By - Farbox.
http://www.pengfoo.com/
LiglightGBM - Tree Ensemble工具的新选择. XGBoost all in one. Powered By - Farbox.
http://www.pengfoo.com/
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panzhenzhu
zhang zhangjianbin
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China
View this contact
panzhenzhu
zhang zhangjianbin
zhejiang hangzhou sh●●●●●●●●●●●●●●●●●●●●ianqiaogongshe A 808
han●●●hou , Zhejiang, 310012
China
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博客 | PengFoo | pengfoo.com Reviews
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LiglightGBM - Tree Ensemble工具的新选择. XGBoost all in one. Powered By - Farbox.
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TensorFlow 随笔2
http://www.pengfoo.com/machine-learning/2016-12-12
Session.run()、Tensor.eval() 和 Operation.run(). Session.run()、Tensor.eval() 和 Operation.run(). Enter an interactive TensorFlow Session. Initialize x using the run() method of its initializer op. Add an op to subtract a from x. Run it and print the result. Close the Session when were done. 详情可以参考 https:/ www.tensorflow.org/versions/r0.11/api docs/python/framework.html#Graph. Sessrun(y, feed dict={x: rand array}). ERROR: will fail because x was not fed. ERROR: will fail because x was not fed.
TensorFlow 随笔1
http://www.pengfoo.com/machine-learning/2016-12-01
在C/C 版本的tf中，tensor 的类型是tensorflow: tensor，在python 版的tf中，tensor的类型是numpy.ndarray。 A = tf.constant(1). A = tf.Variable(1). Tf管各种运算和状态叫做操作 operation / op ，包括加减乘除、变量赋值、数组切片、矩阵相乘、ReLU、Sigmoid等等。 所以NN in tf 大概是这个样子的 op var、constant、四则运算、常用函数、 矩阵运算、 控制流运算 - graph - session - run - 得到结果. Tensorflow.python.ops.variables.Variable object at 0x115e76d50. Tensorflow.python.ops.variables.Variable object at 0x115e76d50 3. Http:/ download.tensorflow.org/paper/whitepaper2015.pdf. Powered By - Farbox.
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LightGBM -- Tree Ensemble工具的新选择
http://www.pengfoo.com/machine-learning/2017-03-17
LightGBM - Tree Ensemble工具的新选择. 微软开源了新的Boosted tree框架，LightGBM https:/ github.com/Microsoft/LightGBM. 不过在视频中也有对XGBoost的误读 ，比如说 XGB find best split 是O(#data) ，其实并没有，XGB的weighted quantile sketch和直方图算法，本质上是类似的。 直方图算法选取split value - 2倍加速. Leaf wise的tree 构造方法 - 增加准确度，减小过拟合. 解决了cache miss问题 - 2倍加速. 直方图bin value 从float 改为byte - 节省 7/8 内存. Voting 式的并行算法 - 更快收敛. DL中drop out方法的引入 - 减小过拟合. 支持weighted instance， 每个样本可以指定权重 - 可能也许会有一点点用处. Python package使用 Python Package Introduction. 命令行使用 Cli Quick Start.
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博客 | PengFoo
LiglightGBM - Tree Ensemble工具的新选择. XGBoost all in one. Powered By - Farbox.
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PHP Version 5.3.28. Windows NT 10 105 80 32 6.2 build 9200 (Unknow Windows version Standard Edition) i586. Dec 10 2013 22:04:40. MSVC9 (Visual C 2008). Configuration File (php.ini) Path. C: PHP php.ini. Scan this dir for additional .ini files. Additional .ini files parsed. Php, file, glob, data, http, ftp, zip, compress.zlib, compress.bzip2, https, ftps, phar. Registered Stream Socket Transports. Tcp, udp, ssl, sslv3, sslv2, tls. This program makes use of the Zend Scripting Language Engine:. Dict, file, ...
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