## 📥 Pull Request
### Description
The Extra Trees Algorithm (Extremely Randomized Trees) is an ensemble learning technique similar to Random Forest, but with added randomness in the way splits ...
### Have you read the Contributing Guidelines on issues?
- [X] I have read the [Contributing Guidelines on issues](https://github.com/ajay-dhangar/algo/blob/main/CONTRIBUTING.md).
### Description...
### Feature Name
Adding Ensemble MethodsVisualizations
### Feature Description
Introduce ensemble methods such as bagging, boosting, and stacking. These techniques combine multiple models to imp...
### Feature Name
Adding Deep Q-Networks (DQN) Visualizations
### Feature Description
Introduce Deep Q-Networks that combine Q-Learning with deep neural networks to handle high-dimensional state ...
### Feature Name
Title: Add Q-Learning
### Feature Description
Develop a Q-Learning algorithm as a model-free reinforcement learning method that learns the value of actions in a given state.
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### Feature Name
Adding t-Distributed Stochastic Neighbor Embedding (t-SNE) Visualizations
### Feature Description
Add t-SNE as a technique for visualizing high-dimensional data by reducing it t...
### Feature Name
Adding Principal Component Analysis (PCA) Visualizations
### Feature Description
Introduce PCA as a dimensionality reduction technique that transforms data into a lower-dimensio...
### Feature Name
Adding Hierarchical Clustering Visualizations
### Feature Description
Add hierarchical clustering algorithms that build a hierarchy of clusters either agglomeratively or divisiv...
### Feature Name
Add Naive Bayes Visualizations
### Feature Description
Add the Naive Bayes algorithm for classification tasks. This probabilistic classifier will be based on applying Bayes' the...
### Feature Name
Adding Neural Networks Visualizations
### Feature Description
Introduce a framework for building and training neural networks. This feature will support various architectures, ...
### Feature Name
Adding Support Vector Machines (SVM) Visualizations
### Feature Description
Support Vector Machines algorithm for classification tasks. This algorithm will find the optimal hype...