pykitml (Python Kit for Machine Learning) Docs¶
Documentation and reference for pykitml, simple Machine Learning library written in Python and NumPy.
Installation¶
python3 -m pip install pykitml
Package Reference:
- Linear Regression
- Logistic Regression
- Support Vector Machine
- Feed-Forward Neural Network
- Long short-term memory (LSTM) Network
- Optimizers
- Nearest Neighbor
- Decision Tree
- Random Forest
- Naive Bayes
- Gaussian Naive Bayes
- K-Means Clustering
- Principal Component Analysis
- Random Search for Hyperparameters
- Normalization/Feature-scaling
- Preprocessing Datasets
- SMOTE
- Cross Validation
- Datasets
- Saving and Loading Objects/Models
- Creating NES bots using FCEUX emulator
- Deep Q Learning