machine-learning

機器學習：使用Python
- 簡介Scikit-learn 機器學習
分類法 Classification
特徵選擇 Feature Selection
互分解 Cross Decomposition
通用範例 General Examples
群聚法 Clustering
支持向量機
- EX 1:Non_linear_SVM.md
- [EX 4: SVM_with _custom _kernel.md](SVM/EX4_SVM_with _custom _kernel.md)
機器學習資料集 Datasets
應用範例 Application
類神經網路 Neural_Networks
決策樹 Decision_trees
機器學習：使用 NVIDIA JetsonTX2
廣義線性模型 Generalized Linear Models
- Ex 3: SGD: Maximum margin separating hyperplane
模型選擇 Model Selection
- Ex 3: Plotting Validation Curves
- Ex 4: Underfitting vs. Overfitting
半監督式分類法 Semi-Supervised Classification
Ensemble_methods
- IsolationForest example
Miscellaneous_examples
- Multilabel classification
Nearest_Neighbors
- Nearest Neighbors Classification

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Ensemble_methods

IsolationForest example

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Last updated 4 years ago