自制机器学习：:robot_face:解释了流行的机器学习算法的Python示例，并提供了交互式Jupyter演示和数学解释 （185个子文件） 
mnist-demo.csv 17.43MB fashion-mnist-demo.csv 10.57MB world-happiness-report-2017.csv 29KB server-operational-params.csv 11KB non-linear-regression-x-y.csv 4KB iris.csv 4KB microchips-tests.csv 2KB .gitignore 29B multivariate_linear_regression_demo.ipynb 5.8MB multilayer_perceptron_fashion_demo.ipynb 370KB multivariate_logistic_regression_fashion_demo.ipynb 335KB multilayer_perceptron_demo.ipynb 228KB multivariate_logistic_regression_demo.ipynb 196KB univariate_linear_regression_demo.ipynb 119KB anomaly_detection_gaussian_demo.ipynb 111KB logistic_regression_with_linear_boundary_demo.ipynb 83KB logistic_regression_with_non_linear_boundary_demo.ipynb 75KB non_linear_regression_demo.ipynb 72KB k_means_demo.ipynb 71KB LICENSE 1KB README.md 10KB README.md 10KB README.md 9KB README.md 8KB README.md 4KB README.md 3KB CODE_OF_CONDUCT.md 3KB README.md 3KB CONTRIBUTING.md 1KB
binder-button-place.png 325KB machine-learning-map.png 153KB multilayer_perceptron.py 14KB logistic_regression.py 8KB linear_regression.py 6KB k_means.py 5KB gaussian_anomaly_detection.py 4KB generate_polynomials.py 2KB prepare_for_training.py 2KB normalize.py 1KB generate_sinusoids.py 774B __init__.py 232B sigmoid_gradient.py 218B sigmoid.py 155B __init__.py 116B __init__.py 97B __init__.py 86B __init__.py 85B __init__.py 80B __init__.py 49B __init__.py 0B __init__.py 0B pylintrc 17KB
backpropagation.svg 116KB k-means-algorithm.svg 63KB forward-propagation-example.svg 52KB cost-function.svg 48KB gradient-descent-3.svg 44KB delta-3-2.svg 40KB cost-function-with-regularization.svg 34KB multi-class-network.drawio.svg 32KB p-x.svg 32KB cost-function-3.svg 29KB h-Theta-example.svg 26KB cost-function-4.svg 24KB p-x-2.svg 24KB polynomial-regression.svg 24KB gradient-descent-3.svg 22KB cost-function-1.svg 21KB cost-function.svg 21KB training-set-1.svg 21KB training-set.svg 20KB neuron-network.drawio.svg 20KB a-3-2.svg 20KB cost-function-with-regularization.svg 20KB a-2-2.svg 19KB sigmoid-gradient-2.svg 19KB a-1-2.svg 19KB predict-0.svg 18KB predict-1.svg 18KB gradient-descent-2.svg 18KB gradient-descent-2.svg 18KB z-3.svg 18KB y-i-multi.svg 17KB z-2.svg 17KB z-1.svg 16KB z-matrix.svg 16KB f1.svg 16KB overfitting-1.svg 15KB overfitting-1.svg 15KB cost-function.svg 15KB cluster-example.svg 15KB hypothesis.svg 14KB cost-function-2.svg 14KB h-pedestrian.svg 13KB p.svg 13KB h-motorcycle.svg 12KB sigma-i.svg 11KB J-partial-detailed.svg 10KB features.svg 10KB training-set-2.svg 10KB共 185 条
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