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GoLearn | ||
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<img src="http://talks.golang.org/2013/advconc/gopherhat.jpg" width=125><br> | ||
[![GoDoc](https://godoc.org/github.com/sjwhitworth/golearn?status.png)](https://godoc.org/github.com/sjwhitworth/golearn) | ||
[![Build Status](https://travis-ci.org/sjwhitworth/golearn.png?branch=master)](https://travis-ci.org/sjwhitworth/golearn)<br> | ||
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歡迎閱讀 GoLearn 中文文檔。 GoLearn 是一個 "開箱及用" 的 Go 語言機器學習函式庫。 | ||
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[安装](Installation.md) | | ||
[讀入數據](Instances.md) [注意: 非最新版] | | ||
[過濾](Filtering.md) | | ||
分類 ([KNN](Classification/KNN.md) | [Trees](Classification/Trees.md) | [liblinear](Classification/liblinear.md)) | [回歸分析](Classification/Regression.md) | ||
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## 快速開始 | ||
* [使用 csv 文件](CSVFiles.md) | ||
* [切割數據為訓練資料以及測試資料](TrainTestSplit.md) | ||
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## 程式碼節錄與範例 | ||
* [數據排序](Instances.md) | ||
* [讀入CSV文件](CSVFiles.md) | ||
* [直方圖合併 Histogram binning](Filtering.md) | ||
* [離散數據合併 Chi-Merge binning](Filtering.md) | ||
* [設定一個 `FloatAttribute` 物件的精度](FloatAttributePrecision.md) | ||
* [增加特徵](AddingAttributes.md) | ||
* [檢視特徵值](AttributeSpecifications.md) | ||
* [製作一個特製的 `DataGrid`](CustomDataGrids.md) | ||
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## 發展 | ||
[貢獻](Contributing.md) | ||
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### 願望清單 | ||
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* 最大化期望 | ||
* 本地引導樹結構 | ||
* 支援時間序列處理 | ||
* 支援備份 `DenseInstances` | ||
* SoftMax 神經網路 | ||
* 原始深度學習(遞迴神經網路) | ||
* 循環神經網路 | ||
* 圖像處理 | ||
* 支援相關屬性和指標属性 | ||
* 支援稀疏矩陣 | ||
* 支援任意插入及刪除屬性 |
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安装
系统依赖关系
你需要安装一个兼容的编译器(检查,g++在终端中运行)。
GoLearn使用Gonum's BLAS wrapper,这需要安装OpenBLAS或类似软件。依照对应的安装说明进行安装,并有可能被要求您安装C库。
安装GoLearn的内部依赖关系
安装go和系统依赖关系后,输入:
go get -t -u -v github.com/sjwhitworth/golearn
完成安装
运行以下内容完成安装:
cd $GOPATH/src/github.com/sjwhitworth/golearn go get -t -u -v ./...
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常见问题
在Linux和Mac OS X上,您可以通过终端验证Go是否正确安装。尝试编译示例程序以验证您的安装是否正常工作。
你‘GOPATH’和‘PATH’变量必须正确设置。
验证,输入‘echo $GOROOT’和‘echo $GOPATH’。
‘$GOPATH’变量应该包括你的‘$GOROOT’,加上一个‘bin/目录’。例如,如果‘$GOROOT’设置为‘/home/sen/go‘,‘$GOPATH’应设置为‘/home/sen/go/bin’。
要确保这些变量设置正确,请添加’export GOROOT=$HOME/go‘并添加’export PATH=$PATH:$GOROOT/bin‘到’Bash‘配置文件中。
支持状态
操作系统:
Mac OS X 10.8
Ubuntu 14.04
OpenSUSE 13.1
Go版本:1.2或更高;