learn-python/contrib/machine-learning/index.md

# List of sections

- [Introduction to scikit-learn](sklearn-introduction.md)
- [Binomial Distribution](binomial-distribution.md)
- [Naive Bayes](naive-bayes.md)
- [Regression in Machine Learning](regression.md)
- [Polynomial Regression](polynomial-regression.md)
- [Confusion Matrix](confusion-matrix.md)
- [Decision Tree Learning](decision-tree.md)
- [Random Forest](random-forest.md)
- [Support Vector Machine Algorithm](support-vector-machine.md)
- [Ensemble Learning](ensemble-learning.md)
- [Types of optimizers](types-of-optimizers.md)
- [Logistic Regression](logistic-regression.md)
- [Types_of_Cost_Functions](cost-functions.md)
- [Clustering](clustering.md)
- [Hierarchical Clustering](hierarchical-clustering.md)
- [Grid Search](grid-search.md)
- [K-Means](kmeans.md)
- [K-nearest neighbor (KNN)](knn.md)
- [Xgboost](xgboost.md)
- [Artificial Neural Network from the Ground Up](ann.md)
- [Introduction To Convolutional Neural Networks (CNNs)](intro-to-cnn.md)
- [TensorFlow](tensorflow.md)
- [PyTorch](pytorch.md)
- [PyTorch Fundamentals](pytorch-fundamentals.md)
- [Transformers](transformers.md)
- [Reinforcement Learning](reinforcement-learning.md) 
- [Neural network regression](neural-network-regression.md)
- [Exploratory Data Analysis](eda.md)
contrib 2024-05-11 13:38:11 +00:00			`# List of sections`

Merge branch 'main' into main 2024-06-01 22:33:18 +00:00			`- [Introduction to scikit-learn](sklearn-introduction.md)`
Update index.md 2024-06-01 22:31:46 +00:00			`- [Binomial Distribution](binomial-distribution.md)`
Update index.md 2024-06-25 16:44:58 +00:00			`- [Naive Bayes](naive-bayes.md)`
Update index.md 2024-06-01 22:31:46 +00:00			`- [Regression in Machine Learning](regression.md)`
Merge branch 'main' into main 2024-06-22 10:48:18 +00:00			`- [Polynomial Regression](polynomial-regression.md)`
Update index.md Added link to new content on Confusion Matrix. This includes the title "Confusion Matrix" and the corresponding markdown file link "confusion-matrix.md". 2024-05-17 13:28:33 +00:00			`- [Confusion Matrix](confusion-matrix.md)`
Update index.md 2024-06-01 22:31:46 +00:00			`- [Decision Tree Learning](decision-tree.md)`
Merge branch 'main' into main 2024-06-01 21:49:01 +00:00			`- [Random Forest](random-forest.md)`
Update index.md 2024-05-18 07:14:43 +00:00			`- [Support Vector Machine Algorithm](support-vector-machine.md)`
Update index.md 2024-06-08 04:59:21 +00:00			`- [Ensemble Learning](ensemble-learning.md)`
Update index.md 2024-06-01 22:31:46 +00:00			`- [Types of optimizers](types-of-optimizers.md)`
Update index.md 2024-05-31 00:51:28 +00:00			`- [Logistic Regression](logistic-regression.md)`
Merge branch 'main' into main 2024-06-01 22:48:00 +00:00			`- [Types_of_Cost_Functions](cost-functions.md)`
Update index.md 2024-05-31 04:48:24 +00:00			`- [Clustering](clustering.md)`
Update index.md 2024-06-02 03:51:45 +00:00			`- [Hierarchical Clustering](hierarchical-clustering.md)`
Update index.md 2024-05-31 02:28:39 +00:00			`- [Grid Search](grid-search.md)`
Update index.md 2024-06-12 16:46:20 +00:00			`- [K-Means](kmeans.md)`
Update index.md 2024-06-08 04:50:27 +00:00			`- [K-nearest neighbor (KNN)](knn.md)`
Update index.md 2024-06-25 16:44:58 +00:00			`- [Xgboost](xgboost.md)`
			`- [Artificial Neural Network from the Ground Up](ann.md)`
			`- [Introduction To Convolutional Neural Networks (CNNs)](intro-to-cnn.md)`
			`- [TensorFlow](tensorflow.md)`
			`- [PyTorch](pytorch.md)`
			`- [PyTorch Fundamentals](pytorch-fundamentals.md)`
			`- [Transformers](transformers.md)`
Added Reinforcement Learning 2024-06-09 07:42:13 +00:00			`- [Reinforcement Learning](reinforcement-learning.md)`
Update index.md 2024-06-22 10:28:20 +00:00			`- [Neural network regression](neural-network-regression.md)`
Update index.md 2024-07-04 17:19:17 +00:00			`- [Exploratory Data Analysis](eda.md)`