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Title: GitHub - feiing/homemade-machine-learning: 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained · GitHub

Open Graph Title: GitHub - feiing/homemade-machine-learning: 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

X Title: GitHub - feiing/homemade-machine-learning: 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Description: 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained - feiing/homemade-machine-learning

Open Graph Description: 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained - feiing/homemade-machine-learning

X Description: 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained - feiing/homemade-machine-learning

Opengraph URL: https://github.com/feiing/homemade-machine-learning

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homemade-machine-learning	https://github.com/feiing/homemade-machine-learning
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LICENSE	https://github.com/feiing/homemade-machine-learning/blob/master/LICENSE
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pylintrc	https://github.com/feiing/homemade-machine-learning/blob/master/pylintrc
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requirements.txt	https://github.com/feiing/homemade-machine-learning/blob/master/requirements.txt
README	https://github.com/feiing/homemade-machine-learning
Code of conduct	https://github.com/feiing/homemade-machine-learning
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MIT license	https://github.com/feiing/homemade-machine-learning
	https://github.com/feiing/homemade-machine-learning#homemade-machine-learning
	https://mybinder.org/v2/gh/trekhleb/homemade-machine-learning/master?filepath=notebooks
	https://travis-ci.org/trekhleb/homemade-machine-learning
machine-learning-octave	https://github.com/trekhleb/machine-learning-octave
this great machine learning course	https://www.coursera.org/learn/machine-learning
	https://github.com/feiing/homemade-machine-learning#supervised-learning
	https://github.com/feiing/homemade-machine-learning#regression
	https://github.com/feiing/homemade-machine-learning#-linear-regression
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Demo \| Univariate Linear Regression	https://nbviewer.jupyter.org/github/trekhleb/homemade-machine-learning/blob/master/notebooks/linear_regression/univariate_linear_regression_demo.ipynb
Demo \| Multivariate Linear Regression	https://nbviewer.jupyter.org/github/trekhleb/homemade-machine-learning/blob/master/notebooks/linear_regression/multivariate_linear_regression_demo.ipynb
Demo \| Non-linear Regression	https://nbviewer.jupyter.org/github/trekhleb/homemade-machine-learning/blob/master/notebooks/linear_regression/non_linear_regression_demo.ipynb
	https://github.com/feiing/homemade-machine-learning#classification
	https://github.com/feiing/homemade-machine-learning#-logistic-regression
Math \| Logistic Regression	https://github.com/feiing/homemade-machine-learning/blob/master/homemade/logistic_regression
Code \| Logistic Regression	https://github.com/feiing/homemade-machine-learning/blob/master/homemade/logistic_regression/logistic_regression.py
Demo \| Logistic Regression (Linear Boundary)	https://nbviewer.jupyter.org/github/trekhleb/homemade-machine-learning/blob/master/notebooks/logistic_regression/logistic_regression_with_linear_boundary_demo.ipynb
Demo \| Logistic Regression (Non-Linear Boundary)	https://nbviewer.jupyter.org/github/trekhleb/homemade-machine-learning/blob/master/notebooks/logistic_regression/logistic_regression_with_non_linear_boundary_demo.ipynb
Demo \| Multivariate Logistic Regression \| MNIST	https://nbviewer.jupyter.org/github/trekhleb/homemade-machine-learning/blob/master/notebooks/logistic_regression/multivariate_logistic_regression_demo.ipynb
Demo \| Multivariate Logistic Regression \| Fashion MNIST	https://nbviewer.jupyter.org/github/trekhleb/homemade-machine-learning/blob/master/notebooks/logistic_regression/multivariate_logistic_regression_fashion_demo.ipynb
	https://github.com/feiing/homemade-machine-learning#unsupervised-learning
	https://github.com/feiing/homemade-machine-learning#clustering
	https://github.com/feiing/homemade-machine-learning#-k-means-algorithm
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Demo \| K-means Algorithm	https://nbviewer.jupyter.org/github/trekhleb/homemade-machine-learning/blob/master/notebooks/k_means/k_means_demo.ipynb
	https://github.com/feiing/homemade-machine-learning#anomaly-detection
	https://github.com/feiing/homemade-machine-learning#-anomaly-detection-using-gaussian-distribution
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Demo \| Anomaly Detection	https://nbviewer.jupyter.org/github/trekhleb/homemade-machine-learning/blob/master/notebooks/anomaly_detection/anomaly_detection_gaussian_demo.ipynb
	https://github.com/feiing/homemade-machine-learning#neural-network-nn
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Code \| Multilayer Perceptron	https://github.com/feiing/homemade-machine-learning/blob/master/homemade/neural_network/multilayer_perceptron.py
Demo \| Multilayer Perceptron \| MNIST	https://nbviewer.jupyter.org/github/trekhleb/homemade-machine-learning/blob/master/notebooks/neural_network/multilayer_perceptron_demo.ipynb
Demo \| Multilayer Perceptron \| Fashion MNIST	https://nbviewer.jupyter.org/github/trekhleb/homemade-machine-learning/blob/master/notebooks/neural_network/multilayer_perceptron_fashion_demo.ipynb
	https://github.com/feiing/homemade-machine-learning#machine-learning-map
	https://github.com/feiing/homemade-machine-learning/blob/master/images/machine-learning-map.png
this wonderful blog post	https://vas3k.ru/blog/machine_learning/
	https://github.com/feiing/homemade-machine-learning#prerequisites
	https://github.com/feiing/homemade-machine-learning#installing-python
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data folder	https://github.com/feiing/homemade-machine-learning/blob/master/data
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