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View Code? Open in Web Editor NEW各种读书笔记 & 总结
Home Page: https://631068264.github.io/
各种读书笔记 & 总结
Home Page: https://631068264.github.io/
https://www.wyx.cloudns.asia/ml/2018/10/04/NLP/
Word Representation 特征向量表述
https://www.wyx.cloudns.asia/ml/2018/09/25/ML%E7%BB%86%E5%8C%96/
Get Data 。。。。。。spider Data Explore 了解data概况
https://631068264.github.io/py/2018/08/30/py%E9%85%8D%E7%BD%AE/
py2 py3 共存 ```shell pyenv versions
https://www.wyx.cloudns.asia/ml/2018/09/29/NN%E4%BC%98%E5%8C%96base-model/
Train/Dev/Test sets
https://www.wyx.cloudns.asia/blog/2019/02/20/hadoop
Hadoop系统的基本组成架构包含两个部分:分布式存储和并行计算两部分
https://631068264.github.io/mysql/2018/08/19/%E5%85%B8%E5%9E%8B%E9%94%99%E8%AF%AF%E7%BA%A0%E9%94%99/
慢查询优化 是否检索大量超过需要的数据。访问太多的行和列 mysql服务器层是否分析大量超过需要的数据
https://www.wyx.cloudns.asia/blog/2019/02/20/hadoop-for-mac
Hadoop Local (Standalone) Mode 本地(独立)模式 (默认情况) Pseudo-Distributed Mode 伪分布式模式 Fully-Distributed Mode 全分布式模式
https://631068264.github.io/mysql/2018/08/19/%E4%BA%8B%E5%8A%A1/
1、数据库事务的属性-ACID(四个英文单词的首写字母):
https://www.wyx.cloudns.asia/ml/2018/10/04/NLP/
Word Representation 特征向量表述
https://www.wyx.cloudns.asia/ml/2018/10/05/seq2seq/
Basic Models Sequence to sequence(序列)模型在机器翻译和语音识别方面都有着广泛的应用,针对该机器翻译问题,可以使用“编码网络(encoder network)”+“解码网络(decoder network)”两个RNN模型组合的形式来解决。 encoder network将输入语句编码为一个特征向量,传递给decoder network,完成翻译。
https://www.wyx.cloudns.asia/%E6%95%B0%E5%AD%A6/2018/09/20/%E5%90%91%E9%87%8F/
点乘 内积、数量积 ps:怎么多个别名有意思?还有叫点积 😡
https://631068264.github.io/py/2018/08/30/py%E9%85%8D%E7%BD%AE/
py2 py3 共存 ```shell pyenv versions
https://631068264.github.io/ml/2018/05/01/%E7%BA%BF%E6%80%A7%E6%A8%A1%E5%9E%8B/
普通线性回归模型 目标函数 最小二乘法求权重
https://www.wyx.cloudns.asia/ml/2018/10/04/NLP/
Word Representation 特征向量表述
https://www.wyx.cloudns.asia/blog/2019/12/21/big_develop_tip
记录使用spark(Structured Streaming)解析来自kafka的json数据保存到hbase
https://631068264.github.io/py/2018/08/30/py%E9%85%8D%E7%BD%AE/
py2 py3 共存 ```shell pyenv versions
https://631068264.github.io/py/2018/08/30/py%E9%85%8D%E7%BD%AE/
py2 py3 共存 ```shell pyenv versions
https://631068264.github.io/ml/2018/05/15/%E6%A0%91/
决策树 不同的表达式 path view / 递归view
https://631068264.github.io/py/2018/08/30/py%E9%85%8D%E7%BD%AE/
py2 py3 共存 ```shell pyenv versions
https://www.wyx.cloudns.asia/ml/2018/10/02/CNN%E5%9F%BA%E7%A1%80/
卷积神经网络,随着层数的增加,捕捉的区域更大,特征更加复杂,从边缘到纹理再到具体物体。
https://www.wyx.cloudns.asia/ml/2018/05/10/trick/
Bias-Variance Tradeoff 方差 varinace 代表我们使用不同训练集时模型表现的差异 如果模型具有较大的方差,训练集只要有少许变化,模型会有很大的改变。复杂的模型一 般具有更大的方差 偏差 bias 代表实际模型与理想模型的差别
https://631068264.github.io/py/2018/08/30/py%E9%85%8D%E7%BD%AE/
py2 py3 共存 ```shell pyenv versions
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