Skip to content

Commit

Permalink
update readme
Browse files Browse the repository at this point in the history
  • Loading branch information
zhangyi committed May 27, 2019
1 parent 123c60c commit 9fc4f13
Showing 1 changed file with 0 additions and 6 deletions.
6 changes: 0 additions & 6 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -132,31 +132,25 @@ Python Data Science Handbook [[book](https://jakevdp.github.io/PythonDataScience
- [ ] [机器学习简介:分类、聚类等](https://jakevdp.github.io/PythonDataScienceHandbook/05.01-what-is-machine-learning.html)
- [ ] [scikit-learn 简单介绍](https://jakevdp.github.io/PythonDataScienceHandbook/05.02-introducing-scikit-learn.html)
- [ ] [scikit-learn KNN](https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-intro.ipynb)

- [ ] [scikit-learn 线性回归 demo1](https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-linear-reg.ipynb)
- [ ] [scikit-learn 线性回归 demo2](https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/data_analysis/Linear_Regression.ipynb)

- [ ] [scikit-learn 逻辑回归](https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/machine_learning/Logistic_Regression.ipynb)
- [ ] [scikit-learn Naive Bayes Classification](https://jakevdp.github.io/PythonDataScienceHandbook/05.05-naive-bayes.html)
- [ ] [scikit-learn 支持向量机 SVM](https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-svm.ipynb)
- [ ] [scikit-learn 随机森林 Random Forest 1](https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-random-forest.ipynb)
- [ ] [scikit-learn 随机森林 Random Forest 2](https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/machine_learning/Random_Forests.ipynb)

- [ ] [scikit-learn K-Means](https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-k-means.ipynb)
- [ ] [scikit-learn PCA](https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-pca.ipynb)
- [ ] [scikit-learn 高斯混合模型](https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-gmm.ipynb)
- [ ] [scikit-learn 模型验证和模型选择](https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-validation.ipynb)
- [ ] [实战项目:人脸检测](https://jakevdp.github.io/PythonDataScienceHandbook/05.14-image-features.html)

- [ ] adaboost
- [ ] xgboost
- [ ] bagging, boosting
- [ ] LightGBM

- [ ] LDA
- [ ] 实战项目 - 影评分类
- [ ] bonus:Auto ML- auto sklearn

- [ ] [超参数和模型验证](https://jakevdp.github.io/PythonDataScienceHandbook/05.03-hyperparameters-and-model-validation.html)
- [ ] 损失函数
- [ ] 目标函数
Expand Down

0 comments on commit 9fc4f13

Please sign in to comment.