scikit-learn
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開始行:
[[Pythonライブラリ]]
目次
#contents
*教師あり学習 [#l60ab254]
**サポートベクターマシン (SVM) [#za5289a5]
-URL仮置き
https://qiita.com/kazuki_hayakawa/items/18b7017da9a6f73eb...
https://qiita.com/Hirochon/items/12379d7ca6141f1fb6fa
https://kenyu-life.com/2019/02/11/support_vector_machine/
https://qiita.com/renesisu727/items/964005bd29aa680ad82d
https://techacademy.jp/magazine/34353
https://qiita.com/hiro88hyo/items/d17cb02b7356f07d16fb
https://watlab-blog.com/2019/12/22/svm/
https://watlab-blog.com/2019/12/29/svr/
https://aizine.ai/svm-0902/
https://aizine.ai/svm-0703/
https://techacademy.jp/magazine/34353
https://www.pc-koubou.jp/magazine/22439
https://aizine.ai/python-svm0925/
https://www.datacamp.com/tutorial/svm-classification-scik...
https://data-flair.training/blogs/svm-support-vector-mach...
https://scikit-learn.org/stable/modules/classes.html#modu...
https://scikit-learn.org/stable/modules/svm.html#svm
**決定木分析 [#ycf0cfb2]
-URL仮置き
https://blog.kikagaku.co.jp/decision-tree-visualization
https://cacoo.com/ja/blog/what-is-decision-tree/
https://qiita.com/3000manJPY/items/ef7495960f472ec14377
**ランダムフォレスト [#gba9571e]
-URL仮置き
https://qiita.com/renesisu727/items/09d9e88ab4e14ab034ed
https://qiita.com/mshinoda88/items/8bfe0b540b35437296bd
https://mathwords.net/randomforest
https://scikit-learn.org/stable/modules/generated/sklearn...
**ナイーブベイズ [#hec1d064]
-URL仮置き
https://qiita.com/ynakayama/items/ca3f5e9d762bbd50ad1f
https://di-acc2.com/programming/python/8709/
**単回帰分析、重回帰分析 [#ae929df8]
-URL仮置き
https://aiacademy.jp/media/?p=236
https://www.albert2005.co.jp/knowledge/statistics_analysi...
https://www.albert2005.co.jp/knowledge/statistics_analysi...
**ロジスティック回帰 [#w22d37a9]
-URL仮置き
https://aizine.ai/logistic-regression0810/
https://navaclass.com/logistic-regression/
https://udemy.benesse.co.jp/data-science/data-analysis/lo...
**k-近傍法(kNN) [#ef712358]
-URL仮置き
https://qiita.com/fujin/items/128ed7188f7e7df74f2c
https://qiita.com/oirom/items/22ccb7c0139dce925f43
http://labs.eecs.tottori-u.ac.jp/sd/Member/oyamada/OpenCV...
https://zenn.dev/kumamoto/articles/bc6230323bc0ad
https://scikit-learn.org/stable/modules/neighbors.html
**多層パーセプトロン(MLP) [#kbe1661d]
-URL仮置き
https://qiita.com/maskot1977/items/d0253e1eab1ff1315dff
https://scikit-learn.org/stable/modules/neural_networks_s...
https://aizine.ai/glossary-mlp/
https://rightcode.co.jp/blog/information-technology/multi...
*教師なし学習 [#vfd9eca8]
**主成分分析 [#s6442221]
-URL仮置き
http://www.math.keio.ac.jp/~kei/GDS/2nd/pca.html
https://tech-clips.com/principal-component-analysis-using...
https://recruit.cct-inc.co.jp/tecblog/machine-learning/pc...
https://qiita.com/maskot1977/items/082557fcda78c4cdb41f
https://santakalog.com/2021/02/13/python-pca/
https://www.samoariblog.com/2021/04/python-pca.html
https://scikit-learn.org/stable/modules/generated/sklearn...
**K-means法 [#ydabe5c1]
-URL仮置き
https://ebi-works.com/k-means/
https://techacademy.jp/magazine/28780
https://laid-back-scientist.com/k-means
https://di-acc2.com/programming/python/4235/
https://qiita.com/g-k/items/0d5d22a12a4507ecbf11
https://www.albert2005.co.jp/knowledge/data_mining/cluste...
https://watlab-blog.com/2020/01/19/k-means/
**階層型クラスタリング [#x812bf47]
-URL仮置き
https://scikit-learn.org/stable/modules/clustering.html#h...
https://data-analysis-stats.jp/%E6%A9%9F%E6%A2%B0%E5%AD%A...
終了行:
[[Pythonライブラリ]]
目次
#contents
*教師あり学習 [#l60ab254]
**サポートベクターマシン (SVM) [#za5289a5]
-URL仮置き
https://qiita.com/kazuki_hayakawa/items/18b7017da9a6f73eb...
https://qiita.com/Hirochon/items/12379d7ca6141f1fb6fa
https://kenyu-life.com/2019/02/11/support_vector_machine/
https://qiita.com/renesisu727/items/964005bd29aa680ad82d
https://techacademy.jp/magazine/34353
https://qiita.com/hiro88hyo/items/d17cb02b7356f07d16fb
https://watlab-blog.com/2019/12/22/svm/
https://watlab-blog.com/2019/12/29/svr/
https://aizine.ai/svm-0902/
https://aizine.ai/svm-0703/
https://techacademy.jp/magazine/34353
https://www.pc-koubou.jp/magazine/22439
https://aizine.ai/python-svm0925/
https://www.datacamp.com/tutorial/svm-classification-scik...
https://data-flair.training/blogs/svm-support-vector-mach...
https://scikit-learn.org/stable/modules/classes.html#modu...
https://scikit-learn.org/stable/modules/svm.html#svm
**決定木分析 [#ycf0cfb2]
-URL仮置き
https://blog.kikagaku.co.jp/decision-tree-visualization
https://cacoo.com/ja/blog/what-is-decision-tree/
https://qiita.com/3000manJPY/items/ef7495960f472ec14377
**ランダムフォレスト [#gba9571e]
-URL仮置き
https://qiita.com/renesisu727/items/09d9e88ab4e14ab034ed
https://qiita.com/mshinoda88/items/8bfe0b540b35437296bd
https://mathwords.net/randomforest
https://scikit-learn.org/stable/modules/generated/sklearn...
**ナイーブベイズ [#hec1d064]
-URL仮置き
https://qiita.com/ynakayama/items/ca3f5e9d762bbd50ad1f
https://di-acc2.com/programming/python/8709/
**単回帰分析、重回帰分析 [#ae929df8]
-URL仮置き
https://aiacademy.jp/media/?p=236
https://www.albert2005.co.jp/knowledge/statistics_analysi...
https://www.albert2005.co.jp/knowledge/statistics_analysi...
**ロジスティック回帰 [#w22d37a9]
-URL仮置き
https://aizine.ai/logistic-regression0810/
https://navaclass.com/logistic-regression/
https://udemy.benesse.co.jp/data-science/data-analysis/lo...
**k-近傍法(kNN) [#ef712358]
-URL仮置き
https://qiita.com/fujin/items/128ed7188f7e7df74f2c
https://qiita.com/oirom/items/22ccb7c0139dce925f43
http://labs.eecs.tottori-u.ac.jp/sd/Member/oyamada/OpenCV...
https://zenn.dev/kumamoto/articles/bc6230323bc0ad
https://scikit-learn.org/stable/modules/neighbors.html
**多層パーセプトロン(MLP) [#kbe1661d]
-URL仮置き
https://qiita.com/maskot1977/items/d0253e1eab1ff1315dff
https://scikit-learn.org/stable/modules/neural_networks_s...
https://aizine.ai/glossary-mlp/
https://rightcode.co.jp/blog/information-technology/multi...
*教師なし学習 [#vfd9eca8]
**主成分分析 [#s6442221]
-URL仮置き
http://www.math.keio.ac.jp/~kei/GDS/2nd/pca.html
https://tech-clips.com/principal-component-analysis-using...
https://recruit.cct-inc.co.jp/tecblog/machine-learning/pc...
https://qiita.com/maskot1977/items/082557fcda78c4cdb41f
https://santakalog.com/2021/02/13/python-pca/
https://www.samoariblog.com/2021/04/python-pca.html
https://scikit-learn.org/stable/modules/generated/sklearn...
**K-means法 [#ydabe5c1]
-URL仮置き
https://ebi-works.com/k-means/
https://techacademy.jp/magazine/28780
https://laid-back-scientist.com/k-means
https://di-acc2.com/programming/python/4235/
https://qiita.com/g-k/items/0d5d22a12a4507ecbf11
https://www.albert2005.co.jp/knowledge/data_mining/cluste...
https://watlab-blog.com/2020/01/19/k-means/
**階層型クラスタリング [#x812bf47]
-URL仮置き
https://scikit-learn.org/stable/modules/clustering.html#h...
https://data-analysis-stats.jp/%E6%A9%9F%E6%A2%B0%E5%AD%A...
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