commit aaec51f0cf51162ebf66c10c1638ca49a6a5d521 parent 4d4fe0dd600b127c01cc013ec8067acdb8a4548f Author: Andrew <andrewlaack1@gmail.com> Date: Fri, 30 Aug 2024 05:07:29 -0500 Took notes on MML Diffstat:
| M | DiscreteMath.md | | | 1 | + |
| A | HadamardProduct.md | | | 10 | ++++++++++ |
| M | MachineLearning.md | | | 21 | ++++++++++++++++++++- |
3 files changed, 31 insertions(+), 1 deletion(-)
diff --git a/DiscreteMath.md b/DiscreteMath.md @@ -105,4 +105,5 @@ Unit 2.4 (integers and division): - [EuclideanAlgorithm](EuclideanAlgorithm.md) - linear combination - linear congruence + - pseudoprime - diff --git a/HadamardProduct.md b/HadamardProduct.md @@ -0,0 +1,10 @@ +:ml: :lin-alg: +# Hadamard Product + +Ch 2.2 + +## Notes + +**Definition:** The Hadamard product of two matricies (assuming they are the same size) is an index based multiplication of each element of both matricies. + +This product is used with CNNs because the kernel applies a Hadamard product to the underlying masked portion of the matrix with respect to the kernel. diff --git a/MachineLearning.md b/MachineLearning.md @@ -37,7 +37,26 @@ Ch 2: - [[Prediction.md]] Math for Machine Learning: - - + +Ch 2.2 + - [MatrixMultiplication](MatrixMultiplication.md) + - [HadamardProduct](HadamardProduct.md) + - IdentityMatrix + - Associative + - Distributive + - Commutative + - InverseTransformation + - Transpose + - SymmetricMatrix + - LinearCombination + - ParticularSolution + - GeneralSolution + - ElementaryTransformations + - RowEchelonForm + - BasicVariables + - FreeVariables + - ReducedRowEchelonForm + - GaussianElimination ML Categories: