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.gitignore
.gitignore
 
 
001-matrix-vector-dot.py
001-matrix-vector-dot.py
 
 
002-matrix-transpose.py
002-matrix-transpose.py
 
 
003-reshape-matrix.py
003-reshape-matrix.py
 
 
004-matrix-means.py
004-matrix-means.py
 
 
005-scalar-matrix-product.py
005-scalar-matrix-product.py
 
 
006-matrix-eigenvalues.py
006-matrix-eigenvalues.py
 
 
007-matrix-transformation.py
007-matrix-transformation.py
 
 
008-matrix-inverse.py
008-matrix-inverse.py
 
 
009-matmul.py
009-matmul.py
 
 
010-covariance-matrix.py
010-covariance-matrix.py
 
 
011-jacobi-method.py
011-jacobi-method.py
 
 
013-4d-det.py
013-4d-det.py
 
 
014-linear-regression-normal-equation.py
014-linear-regression-normal-equation.py
 
 
015-linear-regression-gradient-descent.py
015-linear-regression-gradient-descent.py
 
 
016-standardization-normalization.py
016-standardization-normalization.py
 
 
022-sigmoid.py
022-sigmoid.py
 
 
023-softmax.py
023-softmax.py
 
 
024-single-neuron.py
024-single-neuron.py
 
 
027-B-C-matrix-transformation.py
027-B-C-matrix-transformation.py
 
 
029-random-shuffle.py
029-random-shuffle.py
 
 
030-batch-iterator.py
030-batch-iterator.py
 
 
031-feature-threshold-split.py
031-feature-threshold-split.py
 
 
034-one-hot-encoding.py
034-one-hot-encoding.py
 
 
035-vector-to-diagonal.py
035-vector-to-diagonal.py
 
 
036-accuracy-score.py
036-accuracy-score.py
 
 
037-correlation-matrix.py
037-correlation-matrix.py
 
 
037-covariance-matrix.py
037-covariance-matrix.py
 
 
039-log-softmax.py
039-log-softmax.py
 
 
042-relu.py
042-relu.py
 
 
044-leaky-relu.py
044-leaky-relu.py
 
 
045-linear-kernel-function.py
045-linear-kernel-function.py
 
 
046-precision-matrix.py
046-precision-matrix.py
 
 
052-recall.py
052-recall.py
 
 
053-self-attention.py
053-self-attention.py
 
 
055-2d-translation-matrix.py
055-2d-translation-matrix.py
 
 
060-tf-idf.py
060-tf-idf.py
 
 
061-f1-score.py
061-f1-score.py
 
 
064-gini-impurity.py
064-gini-impurity.py
 
 
065-compressed-row-sparse-matrix.py
065-compressed-row-sparse-matrix.py
 
 
066-orthogonal-projection.py
066-orthogonal-projection.py
 
 
069-r2-error.py
069-r2-error.py
 
 
070-average-image-brightness.py
070-average-image-brightness.py
 
 
071-rmse.py
071-rmse.py
 
 
072-jaccard-index.py
072-jaccard-index.py
 
 
073-dice-score.py
073-dice-score.py
 
 
075-confusion-matrix.py
075-confusion-matrix.py
 
 
079-binomial-distribution-probability.py
079-binomial-distribution-probability.py
 
 
081-poisson-distribution.py
081-poisson-distribution.py
 
 
084-phi-polynomial-features.py
084-phi-polynomial-features.py
 
 
086-detect-overfitting-underfitting.py
086-detect-overfitting-underfitting.py
 
 
092-grayscale-image-contrast.py
092-grayscale-image-contrast.py
 
 
096-hard-sigmoid.py
096-hard-sigmoid.py
 
 
099-softplus.py
099-softplus.py
 
 
102-swish-activation.py
102-swish-activation.py
 
 
108-gini-impurity
108-gini-impurity
 
 
113-residual-block.py
113-residual-block.py
 
 
116-polynomial-derivative.py
116-polynomial-derivative.py
 
 
121-element-wise-sum.py
121-element-wise-sum.py
 
 
123-moe-computational-efficiency.py
123-moe-computational-efficiency.py
 
 
README.md
README.md
 
 

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Deep ML Solutions

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