机器学习文章收藏

迷南。 2022-03-02 10:38 507阅读 0赞

[用Python的pulp解决线性规划问题][Python_pulp]

[Linear Programming with Python and PuLP – Part 4][Linear Programming with Python and PuLP _ Part 4]

[机器学习系列(3)\_逻辑回归应用之Kaggle泰坦尼克之灾][3_Kaggle]

[Complete Titanic tutorial with ML, NN & Ensembling][Complete Titanic tutorial with ML_ NN _ Ensembling]

[Understanding Logistic Regression][]

[Understanding Confusion Matrix][]

[Understanding AUC - ROC Curve][]

[Differences between L1 and L2 as Loss Function and Regularization][]

[plot\_confusion\_matrix][plot_confusion_matrix]

[SVMs - An overview of Support Vector Machines][]

[Random Forest Simple Explanation][]

[What is the difference between Bagging and Boosting?][What is the difference between Bagging and Boosting]

[titanic-data-science-solutions][]

[机器学习中的范数规则化之（一）L0、L1与L2范数][L0_L1_L2]

[Python_pulp]: https://blog.csdn.net/qq_20448859/article/details/72330362
[Linear Programming with Python and PuLP _ Part 4]: http://benalexkeen.com/linear-programming-with-python-and-pulp-part-4/
[3_Kaggle]: https://blog.csdn.net/han_xiaoyang/article/details/49797143
[Complete Titanic tutorial with ML_ NN _ Ensembling]: https://www.kaggle.com/nhlr21/complete-titanic-tutorial-with-ml-nn-ensembling
[Understanding Logistic Regression]: https://towardsdatascience.com/understanding-logistic-regression-9b02c2aec102
[Understanding Confusion Matrix]: https://towardsdatascience.com/understanding-confusion-matrix-a9ad42dcfd62
[Understanding AUC - ROC Curve]: https://towardsdatascience.com/understanding-auc-roc-curve-68b2303cc9c5
[Differences between L1 and L2 as Loss Function and Regularization]: http://www.chioka.in/differences-between-l1-and-l2-as-loss-function-and-regularization/
[plot_confusion_matrix]: https://scikit-learn.org/stable/auto_examples/model_selection/plot_confusion_matrix.html#sphx-glr-auto-examples-model-selection-plot-confusion-matrix-py
[SVMs - An overview of Support Vector Machines]: https://www.svm-tutorial.com/2017/02/svms-overview-support-vector-machines/
[Random Forest Simple Explanation]: https://medium.com/@williamkoehrsen/random-forest-simple-explanation-377895a60d2d
[What is the difference between Bagging and Boosting]: https://quantdare.com/what-is-the-difference-between-bagging-and-boosting/
[titanic-data-science-solutions]: https://www.kaggle.com/startupsci/titanic-data-science-solutions
[L0_L1_L2]: https://blog.csdn.net/zouxy09/article/details/24971995