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KevinZonda committed May 23, 2024
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3 changes: 3 additions & 0 deletions 2-Linear/README.md
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# 2. 线性模型

我们在这一节将主要关注传统机器学习中的线性模型,包括线性回归、逻辑回归等。这些算法是机器学习中最基础的算法,也是很多其他算法的基础。
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3 changes: 0 additions & 3 deletions 2-Supervised/README.md

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18 changes: 9 additions & 9 deletions SUMMARY.md
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- [概率论 [WIP]](./1-Basic/1.5-ProbabilityTheory.md)
- [机器学习问题定义](./1-Basic/1.6-MLProblem.md)
- [不同机器学习种类](./1-Basic/1.7-Kinds.md)
- [监督学习](./2-Supervised/README.md)
- [线性回归](./2-Supervised/2.1-LinearRegression.md)
- [梯度下降 GD](./2-Supervised/2.2-GD.md)
- [线性回归与梯度下降](./2-Supervised/2.3-LinearRegressionGD.md)
- [逻辑回归](./2-Supervised/2.4-LogisticRegression.md)
- [非线性变换](./2-Supervised/2.5-NonLinearTransformation.md)
- [支持向量机 SVM [WIP]](./2-Supervised/2.6-SVM.md)
- [核技巧 Kernel Trick [WIP]](./2-Supervised/2.7-KernelTrick.md)
- [支持向回归 SVR [WIP]](./2-Supervised/2.8-SVR.md)
- [监督学习](./2-Linear/README.md)
- [线性回归](./2-Linear/2.1-LinearRegression.md)
- [梯度下降 GD](./2-Linear/2.2-GD.md)
- [线性回归与梯度下降](./2-Linear/2.3-LinearRegressionGD.md)
- [逻辑回归](./2-Linear/2.4-LogisticRegression.md)
- [非线性变换](./2-Linear/2.5-NonLinearTransformation.md)
- [支持向量机 SVM [WIP]](./2-Linear/2.6-SVM.md)
- [核技巧 Kernel Trick [WIP]](./2-Linear/2.7-KernelTrick.md)
- [支持向回归 SVR [WIP]](./2-Linear/2.8-SVR.md)
- [机器学习实践](./MLPractice/README.md)
- [梯度下降的变种](./MLPractice/GDVariants.md)
- [过拟合和欠拟合](./MLPractice/OverfitUnderfit.md)
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