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novak_99 2022-01-16 00:43:51 -08:00
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@ -148,13 +148,26 @@ The result will be the model's predictions for the entire dataset.
- Positive Definiteness Checker - Positive Definiteness Checker
3. QR Decomposition 3. QR Decomposition
14. ***Numerical Analysis*** 14. ***Numerical Analysis***
1. Numerical Diffrentiation
- Univariate Functions
- Multivariate Functions
2. Jacobian Vector Calculator
3. Hessian Matrix Calculator
4. Function approximator
- Constant Approximation
- Linear Approximation
- Quadratic Approximation
- Cubic Approximation
5. Diffrential Equations Solvers
- Euler's Method
- Growth Method
15. ***Linear Algebra Module*** 15. ***Linear Algebra Module***
16. ***Statistics Module*** 16. ***Statistics Module***
17. ***Data Processing Module*** 17. ***Data Processing Module***
1. Setting and Printing Datasets 1. Setting and Printing Datasets
2. Feature Scaling 2. Feature Scaling
3. Mean Normalization 3. Mean Normalization
S 4. One Hot Representation
5. Reverse One Hot Representation 5. Reverse One Hot Representation
17. ***Utilities*** 17. ***Utilities***
1. TP, FP, TN, FN function 1. TP, FP, TN, FN function