# ML-sebastian-3rd
Python机器学习-Sebastian Raschka.zip
需积分: 5 142 浏览量
2024-04-08
17:34:29
上传
评论
收藏 25.41MB ZIP 举报
Python机器学习-Sebastian Raschka.zip （36个子文件） 
content ch02-Training Machine Learning Algorithms for Classification 
Adaptive_linear_neurons.py 4KB sgd.py 4KB perceptron_algo.py 4KB ch10-Predicting Continuous Target Variables with Regression Analysis 
housing.data.txt 48KB Fit-evaluate.py 8KB lr_model_to_curve.py 1KB Exploring-the-Housing-dataset.py 4KB ch11-Clustering Analysis hierarchical tree.py 0B DBSCAN.py 0B k-means.py 2KB .idea inspectionProfiles profiles_settings.xml 228B ch03-Classifiers svm.py 3KB decision-tree.py 3KB a.py 5KB lr-with-sklearn.py 3KB b.py 1KB lrgd.py 3KB ch06-Model Evaluation and Hyperparameter Tuning wdbc.data 121KB Streamlining workflows with pipelines.py 11KB ch05-Dimensionality Reduction dimen_reduc_via_pca.py 9KB data_compress_via_lda.py 3KB kernel_pca.py 7KB select_linear_discriminants.py 5KB wine.data 11KB ch07-Combining Different Models for Ensemble Learning wine.names.txt 3KB combining-classifiers-via-majority-vote.py 11KB wine.data 11KB learning-with-ensembles.py 996B adaptive-boosting.py 3KB bagging.py 3KB README.md 19B ch08-Applying Machine Learning To Sentiment Analysis movie_data.csv 62.81MB online-algo-out-of-score-learning.py 3KB introducing-the-bag-of-words-model.py 7KB topic-modeling.py 2KB preparing-IMDb-movie-review-data.py 1KB资源评论
