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GoLearn
=======

<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>

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。

[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)

## 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)

## 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)

## 發展
[貢獻](Contributing.md)

### 願望清單

* 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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2 comments on commit c1b65dc

@jossion
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@jossion jossion commented on c1b65dc Mar 5, 2018

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  GoLearn是一个Go库,除了一些可选的C依赖项之外,它是相对标准的。要安装它,您需要首先安装Go 1.4或更高版本。

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 ./...

@jossion
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@jossion jossion commented on c1b65dc Mar 5, 2018

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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;

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