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インターネット各地に散逸する「パターン認識と機械学習」の解説資料を集約するリポジトリ
https://github.com/tsg-ut/awesome-prml-ja
List: awesome-prml-ja
Last synced: about 1 month ago
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インターネット各地に散逸する「パターン認識と機械学習」の解説資料を集約するリポジトリ
Host: GitHub
URL: https://github.com/tsg-ut/awesome-prml-ja
Owner: tsg-ut
License: mit
Created: 2016-06-27T11:03:17.000Z (about 8 years ago)
Default Branch: master
Last Pushed: 2016-07-25T16:46:34.000Z (about 8 years ago)
Last Synced: 2024-05-22T15:05:26.294Z (4 months ago)
Homepage:
Size: 23.4 KB
Stars: 260
Watchers: 23
Forks: 7
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project

ultimate-awesome - awesome-prml-ja - インターネット各地に散逸する「パターン認識と機械学習」の解説資料を集約するリポジトリ. (Other Lists / PowerShell Lists)
README

        # awesome-prml-ja [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)

> PRMLはいいぞ。

C.M. Bishop 著[『パターン認識と機械学習』](http://www.amazon.co.jp/dp/4621061224)に関する勉強会・読書会などの日本語の資料をまとめたもの。

## もくじ

* [生駒読書会 PRML読書会](#生駒読書会-prml読書会)

	* [本レーン](#本レーン)

	* [復習レーン](#復習レーン)

	* [復々習レーン](#復々習レーン)

* [大阪PRML読書会](#大阪prml読書会)

* [東京大学 都市生活学・ネットワーク行動学研究室 PRML合宿](#東京大学-都市生活学ネットワーク行動学研究室-prml合宿)

* [東京工業大学 福田研究室 勉強会資料](#東京工業大学-福田研究室-勉強会資料)

* [TSG 2016年度機械学習分科会](#TSG-2016年度機械学習分科会)

* [ナビプラス株式会社 パターン認識と機械学習勉強会](#ナビプラス株式会社-パターン認識と機械学習勉強会)

* [PRML輪講](#prml輪講)

* [東北大学 研究室勉強会](#東北大学-研究室勉強会)

* [東京大学PRML上巻輪読会](#東京大学prml上巻輪読会)

* [東工大 W8 PRML読書会](#東工大-w8-prml読書会)

* [京大PRML輪講](#京大prml輪講)

* [筑波大学 PRML勉強会](#筑波大学-prml勉強会)

* [KMC PRML読書会](#kmc-prml読書会)

* [PRML のための数学](#prml-のための数学)

* [詳細不明](#詳細不明)

* [演習回答](#演習回答)

## [生駒読書会 PRML読書会](https://sites.google.com/site/ikomadokushokai/prml)

### 本レーン

#### #3

* [スライド](http://www.slideshare.net/syou6162/prml?type=presentation) | §2.4

#### #5

* [ブログ記事](http://d.hatena.ne.jp/n_shuyo/20090805/prml) | §4.1 - §4.1.2

* [ブログ記事](http://d.hatena.ne.jp/n_shuyo/20090806/discriminant) | §4.1.3 - §4.1.6

* [ブログ記事](http://d.hatena.ne.jp/n_shuyo/20090807/perceptron) | §4.1.7

#### #6

* [スライド](http://www.slideshare.net/thorikawa/prml-chapter5) | §5.1 - §5.2

* [スライド](http://www.slideshare.net/tsubosaka/prml-5354) | §5.3 - §5.4

#### #7

* [ブログ記事](http://d.hatena.ne.jp/n_shuyo/20090930/prml) | §5.7.1

* [ブログ記事](http://d.hatena.ne.jp/n_shuyo/20091001/evidence) | §5.7.2

* [ブログ記事](http://d.hatena.ne.jp/n_shuyo/20091002/sigmoid) | §5.7.3

#### #8

* [スライド](http://www.slideshare.net/tsubosaka/prml-6465) | §6.4.5 - §6.4.7

#### #9

* [ブログ記事](http://d.hatena.ne.jp/n_shuyo/20091125/rvm) | §7.2 - §7.2.3

#### #10

* [スライド](http://www.slideshare.net/tsubosaka/prml-reading-group-10-83) | §8.3

#### #12

* [スライド](http://www.slideshare.net/tsubosaka/prml-10-1) | §10.1

#### #14

* [スライド](http://www.slideshare.net/tsubosaka/prml11-4) | §11.4

#### 最終回

* [スライド](http://www.slideshare.net/yokkuns/prml-last-yokkuns) | §13.3 - §13.3.3

* [スライド](http://www.slideshare.net/tsubosaka/prml14-5) | §14.5

### 復習レーン

#### #1

* [スライド](http://www.slideshare.net/hamadakoichi/prml-3983027) | §1.1 - §1.2

* [スライド](http://www.slideshare.net/sleepy_yoshi/prml1-6-suhara) | §1.6 - §1.6.1

#### #2

* [スライド](http://www.slideshare.net/nokuno/prml1) | §1

* [スライド](http://www.slideshare.net/nokuno/prml-23) | §2.3

* [スライド](http://www.slideshare.net/kohta/prml231233-4350783) | §2.3.1 - §2.3.3

* [スライド](http://www.slideshare.net/takmin/chapter236) | §2.3.6

### 復々習レーン

#### #2

* [スライド](http://www.slideshare.net/ooyabuy/prml-23-13355995) | §2.3

* [スライド](http://www.slideshare.net/brownbro/prml-2-31) | §2.3.1

* [スライド](http://www.slideshare.net/sukoyakarizumu/prml232) | §2.3.2

* [HTML](http://tomerun.info/presen/PRMLRevenge/2_3_3/index.html) | §2.3.3

* [HTML](http://tomerun.info/presen/PRMLRevenge/2_3_4/index.html) | §2.3.4

* [スライド](http://www.slideshare.net/brownbro/prml-2-35) | §2.3.5

* [スライド](http://www.slideshare.net/sleepy_yoshi/prml-236-237) | §2.3.6 - §2.3.7

* [スライド](http://www.slideshare.net/brownbro/prml-2-38) | §2.3.8

* [スライド](http://www.slideshare.net/marugari/prml-239241) | §2.3.9 - 2.4.1

#### #3

* [復習スライド](http://www.slideshare.net/sleepy_yoshi/prml3) | §2.3 - §2.4.1

* [スライド](http://www.slideshare.net/yag_ays/re-revenge-chap031) | §3.1 - §3.1.2

* [スライド](http://www.slideshare.net/sleepy_yoshi/prml3-313315) | §3.1.3 - 3.1.5

* [スライド](http://www.slideshare.net/risuo/prmlrevenge33) | §3.3 - §3.3.3

#### #4

* [スライド](https://naoyat.github.io/slides/prml/4.1.7/slide.html#1) | §4.1.7

#### #5

* [スライド](http://www.slideshare.net/sleepy_yoshi/prml433) | §4.3.3 - §4.3.6

* [スライド](http://www.slideshare.net/satoshikawamoto77/prml-435) | §4.3.5

* [スライド](http://www.slideshare.net/hagino_3000/prml-16193406) | §4.5

#### #6

* [スライド](http://www.slideshare.net/risuo/prm-lrevenge-44) | §4.4 - §4.4.1

* [スライド](http://www.slideshare.net/takmin/prml-chapter52) | §5.2

* [スライド](http://www.slideshare.net/ooyabuy/prml-53532) | §5.3 - §5.3.2

#### #7

* [復習スライド](http://www.slideshare.net/sleepy_yoshi/prml7) | §4.4 - §5.3.2

* [スライド](https://speakerdeck.com/hassaku/prml-chapter5-hessian-matrix) | §5.4 - §5.4.6

* [HTML](http://tomerun.info/presen/PRMLRevenge/5_5_3-5/index.html) | §5.5.3 - §5.5.5

* [スライド](http://www.slideshare.net/RicksonJr/bbb-15673191) | §5.5.6 - §5.5.7

#### #9

* [復習スライド](http://www.slideshare.net/sleepy_yoshi/prml9-17081237) | §5.4.1 - §5.7.3

* [スライド](http://www.slideshare.net/hagino_3000/prml-61-17081123) | §6.1

* [スライド](http://www.slideshare.net/Prunus1350/prml-62) | §6.2

* [スライド](http://www.slideshare.net/sleepy_yoshi/prml9-63631) | §6.3 - §6.3.1

#### #10

* [復習スライド](http://www.slideshare.net/sleepy_yoshi/prml10-9) | §6.1 - §6.4.2

* [スライド](http://www.slideshare.net/risuo/prml-revenge711) | §7.1.1 - §7.1.2

* [スライド](http://www.slideshare.net/sleepy_yoshi/prml10-713715) | §7.1.3 - §7.1.5

* [補講: 正定値カーネルでないと困ること](http://www.slideshare.net/sleepy_yoshi/prml10) | §6.2

#### #11

* [復習スライド](http://www.slideshare.net/sleepy_yoshi/prml11-23365977) | §6.4.3 - §7.1.4

* [スライド](http://www.slideshare.net/takuyafukagai/prml11-26233756) | §8.1 - §8.1.4

#### #12

* [復習スライド](http://www.slideshare.net/sleepy_yoshi/prml12-24470084) | §7.1.5 - §8.1.4

* [スライド](http://www.slideshare.net/Prunus1350/prml-834) | §8.3.4

#### #13

* [復習スライド](http://www.slideshare.net/sleepy_yoshi/20130824-prml-rerevenge12reviewpublish) | §8.2 - §8.4.1

* [スライド](http://www.slideshare.net/sleepy_yoshi/prml13-846848) | §8.4.6 - §8.4.8

#### #14

* [復習スライド](http://www.slideshare.net/sleepy_yoshi/20130824-prml-rerevenge13reviewpublish) | §8.4.1 - §8.4.8

* [スライド](http://www.slideshare.net/takuyafukagai/prml14-ver2) | §9.2 - 9.2.2

#### #15

* [復習スライド](http://www.slideshare.net/sleepy_yoshi/prml15) | §9.1.1 - §9.3.1

* [スライド](http://www.slideshare.net/sleepy_yoshi/prml15-9349420131109-prml-rerevenge1593494publish) | §9.3.4 - §9.4

## [大阪PRML読書会](https://osaka-prml-reading.doorkeeper.jp/)

* [スライド](http://www.slideshare.net/hiromasaohashi/prml1-29488268) | §1.1 - §1.2

* [スライド](http://www.slideshare.net/hiromasaohashi/prml23-30172404) | §1.2.1 - §1.4

* [スライド](http://www.slideshare.net/hiromasaohashi/prml4) | §1.5 - §1.6.1

* [スライド](http://www.slideshare.net/florets1/osaka-prml-reading23-34086825) | §2.3

* [スライド](http://www.slideshare.net/florets1/osaka-prml-reading2312) | §2.3.1 - §2.3.2

* [スライド](http://www.slideshare.net/skyyukifujiwara/140525-prml-23) | §2.3.3 - §2.3.6

* [スライド](http://www.slideshare.net/florets1/osaka-prml-reading32331) | §3.2 - §3.3.1

* [スライド](http://www.slideshare.net/yukimatsubara9847/prml35-40730590) | §3.5

* [スライド](http://www.slideshare.net/yukimatsubara9847/prml44) | §4.4 - §4.5

* [スライド](http://www.slideshare.net/jkfishlover/prml5-49877041) | §9.2 - §9.4

* [スライド](http://www.slideshare.net/yukimatsubara9847/prml113114) | §11.3 - §11.4

## [東京大学 都市生活学・ネットワーク行動学研究室 PRML合宿](http://bin.t.u-tokyo.ac.jp/prml2009/index.html)

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML01_1.ppt) | §1.1 - §1.4

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML01_2.ppt) | §1.5 - §1.6.1

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML02_1.ppt) | §2.1 - §2.3.5

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML02_2.ppt) | §2.3.6 - §2.4.5

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML03.ppt) | §3.1 - §3.5

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML04.ppt) | §4.1 - §4.3

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML05.ppt) | §5.1 - §5.7

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML06.ppt) | §6.1 - §6.4

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML07.ppt) | §7.1 - §7.2

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML08.ppt) | §8.1 - §8.4.3

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML09.ppt) | §9.1 - §9.3.2

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML10.ppt) | §10.1 - §10.1.3

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML11.ppt) | §11.1 - §11.4

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML12.ppt) | §12.1 - §12.4.3

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML13.ppt) | §13.1 - §13.3.4

* [PowerPoint](http://bin.t.u-tokyo.ac.jp/prml2009/ppt/PRML14.ppt) | §14.1 - §14.4

## [東京工業大学 福田研究室 勉強会資料](http://www.plan.cv.titech.ac.jp/fukudalab/post-6.html)

* [PDF](http://www.plan.cv.titech.ac.jp/fukudalab/PRML6%267%28Kamegai%29.pdf) | §6.1 - §7.1.4

* [PDF](http://www.plan.cv.titech.ac.jp/fukudalab/PRML8%28Shinkai%29.pdf) | §8.1 - §8.4.4

* [PDF](http://www.plan.cv.titech.ac.jp/fukudalab/PRML9%28Mizuguchi%29.pdf) | §9.1 - §9.3

* [PDF](http://www.plan.cv.titech.ac.jp/fukudalab/PRML10%28Ito%29.pdf) | §10.1 - §10.5

* [PDF](http://www.plan.cv.titech.ac.jp/fukudalab/PRML11%28Bando%29.pdf) | §11.1 - §11.6

* [PDF](http://www.plan.cv.titech.ac.jp/fukudalab/PRML12%28Kamegai%29.pdf) | §12.1 - §12.4.2

 

## TSG 2016年度機械学習分科会

* [ブログ記事](http://satos.hatenablog.jp/entry/2016/06/27/183008) | §8.4

* [Hackpad](https://hackpad.com/TSG-9.1-9.2.2-hFCtNmUXphm) | §9.1 - §9.2.2

## [ナビプラス株式会社 パターン認識と機械学習勉強会](https://nineties.github.io/prml-seminar/)

* [YouTube](https://www.youtube.com/playlist?list=PLl1oX4Yc8CJaeKmvcKYwJMuLT8dcWzGVo)

* [スライド](https://nineties.github.io/prml-seminar/2.html) | §1.5

* [スライド](https://nineties.github.io/prml-seminar/3.html) | §3.1, §3.3, §11.1 - §11.2.2

* [スライド](https://nineties.github.io/prml-seminar/4.html) | §11.3, §4.1.1 - §4.1.3

* [スライド](https://nineties.github.io/prml-seminar/5.html) | §4.3

* [スライド](https://nineties.github.io/prml-seminar/6.html) | §4.1.4 - §4.1.6, §4.5

* [スライド](https://nineties.github.io/prml-seminar/7.html)

* [スライド](https://nineties.github.io/prml-seminar/8.html)

* [スライド](https://nineties.github.io/prml-seminar/9.html)

* [スライド](https://nineties.github.io/prml-seminar/10.html)

* [スライド](https://nineties.github.io/prml-seminar/11.html)

* [スライド](https://nineties.github.io/prml-seminar/12.html)

* [スライド](https://nineties.github.io/prml-seminar/13.html)

* [スライド](https://nineties.github.io/prml-seminar/14.html)

* [スライド](https://nineties.github.io/prml-seminar/15.html)

* [スライド](https://nineties.github.io/prml-seminar/16.html)

* [スライド](https://nineties.github.io/prml-seminar/17.html)

* [スライド](https://nineties.github.io/prml-seminar/18.html)

* [スライド](https://nineties.github.io/prml-seminar/19.html)

* [スライド](https://nineties.github.io/prml-seminar/20.html)

* [スライド](https://nineties.github.io/prml-seminar/21.html)

* [スライド](https://nineties.github.io/prml-seminar/22.html)

* [スライド](https://nineties.github.io/prml-seminar/23.html)

## PRML輪講

* [スライド](http://www.slideshare.net/htkimura/prml-124-5131120) | §1.2.4 - §1.3

* [スライド](http://www.slideshare.net/htkimura/prml-22221) | §2.2 - §2.2.1

* [スライド](http://www.slideshare.net/tonets/prml-chapter-5) | §5

* [スライド](http://www.slideshare.net/tonets/prml14) | §14

## 東北大学 研究室勉強会

* [スライド](http://www.slideshare.net/koji_matsuda/prml-81) | §8.1

* [スライド](http://www.slideshare.net/koji_matsuda/prml-1124) | §11.2 - §11.4

## 東京大学PRML上巻輪読会

* [スライド](http://www.slideshare.net/alembert2000/prml-at-1) | §1.1 - §1.3

* [スライド](http://www.slideshare.net/alembert2000/prml-chp1-latter) | §1.4 - §1.6

* [スライド](http://www.slideshare.net/kurotaki_weblab/prml-28752844) | §2.1 - §2.3.3

* [スライド](http://www.slideshare.net/devkato/233-236-28911396) | §2.3.3 - §2.5.2

* [スライド](http://www.slideshare.net/yasunoriozaki12/prml-29439402) | §3.1 - §3.1.5

* [スライド](http://www.slideshare.net/devkato/prml-at-4431-452) | §4.3 - §4.5

## [東工大 W8 PRML読書会](https://github.com/daimatz/w8prml)

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/2012-09-11/prml-1.1-1.2.pdf?raw=true) | §1.1 - §1.2

* [スライド](http://www.slideshare.net/toshihikoiio98/prml-13-16) | §1.3 - §1.6

* [スライド](http://www.slideshare.net/TakutoKimura/prml21-22) | §2.1 - §2.2

* [スライド](http://www.slideshare.net/YuukiSaitoh/prml2-3) | §2.3 - §2.3.9

* [スライド](http://www.slideshare.net/TakutoKimura/prml21-222425) | §2.1 - §2.2, §2.4 - §2.5

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/2012-11-12/prml34-36.pdf?raw=true) | §3.4 - §3.6

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/2012-11-12/prml4-1-4-2.pdf?raw=true) | §4.1 - §4.2

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/2012-11-26/prml4-12v2.pdf?raw=true) | §4.1 - §4.2

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/2012-11-26/prml4-3-4-5.pdf?raw=true) | §4.3 - §4.4

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/2012-12-10/prml4-3-4-5.pdf?raw=true) | §4.4 - §4.5

* [スライド](http://www.slideshare.net/tonets/w8prml5153) | §5.1 - §5.3

## [京大PRML輪講](https://sites.google.com/site/mlreadingkyoto/)

* [PowerPoint](https://sites.google.com/site/mlreadingkyoto/schedule/PRML1.1-1.3.pptx?attredirects=0) | §1.1 - §1.3

* [PowerPoint](https://sites.google.com/site/mlreadingkyoto/schedule/PRML1.4-1.6.pdf?attredirects=0) | §1.4 - §1.6

* [PDF](https://sites.google.com/site/mlreadingkyoto/schedule/PRML2.3.pdf?attredirects=0) | §2.3

* [スライド](http://www.slideshare.net/sotetsukoyamada/prml3332) | §3.1 - §3.2

* [PowerPoint](https://sites.google.com/site/mlreadingkyoto/schedule/PRML3.3.pptx?attredirects=0) | §3.3

* [PowerPoint](https://sites.google.com/site/mlreadingkyoto/schedule/PRML4.1-4.2.pptx?attredirects=0) | §4.1 - §4.2

* [PowerPoint](https://sites.google.com/site/mlreadingkyoto/schedule/prml5.4-5.5.pptx?attredirects=0&d=1) | §5.4 - §5.5

## [筑波大学 PRML勉強会](http://cs-cafe.connpass.com/)

* [スライド](https://speakerdeck.com/hurutoriya/prml-seminar-2-go-to-introduction-in-machine-learning) | §1.1 - §1.6.1

* [スライド](http://www.slideshare.net/jkfishlover/prml235) | §2.3.5 - §2.5.2

* [スライド](http://www.slideshare.net/junpeitsuji/prml-study4) | §3.1.2

* [スライド](http://www.slideshare.net/jkfishlover/prml5-49877041) | §9.2 - §9.4

## KMC PRML読書会

* [スライド](http://www.slideshare.net/taki0313/prml-sec3), [PDF](http://www.iip.ist.i.kyoto-u.ac.jp/member/keisuke/resources/PRML_sec3_2.pdf) | §3.1 - §3.6

* [スライド](http://www.slideshare.net/taki0313/prml-sec6), [PDF](http://www.iip.ist.i.kyoto-u.ac.jp/member/keisuke/resources/PRML_sec6.pdf) | §6.1 - §6.4

* [スライド](http://www.slideshare.net/taki0313/prml12), [PDF](http://www.iip.ist.i.kyoto-u.ac.jp/member/keisuke/resources/PRML_sec12.pdf) | §12.1 - §12.4.3

## [PRML のための数学](https://github.com/herumi/prml)

* [PDF](https://github.com/herumi/prml/blob/master/main.pdf?raw=true) | §2, §4, §9, §10

## 詳細不明

* [スライド](http://www.slideshare.net/tetsuroito/prml1-43896906) | §1

* [スライド](http://www.slideshare.net/takushimiki/prml-52113785) | §1

* [スライド](http://www.slideshare.net/eizoo3010/ss-20730270) | §1

* [スライド](http://www.slideshare.net/Y_oHr_N/prml-reading-11-12) | §1.1 - §1.2.6

* [スライド](http://www.slideshare.net/nagayoshi3/2-23-8464248) | §2.3

* [スライド](http://www.slideshare.net/YukiSoma/prml-23-51860334) | §2.3 - §2.3.9

* [スライド](http://www.slideshare.net/takafumisakakibara75/slide-41820194) | §2.3.1 - §2.3.7

* [スライド](http://www.slideshare.net/ItaruOtomaru/prml-45271788) | §3.1 - §3.1.5

* [スライド](http://www.slideshare.net/Y_oHr_N/prml-reading-31-32) | §3.1 - §3.2

* [スライド](http://www.slideshare.net/penzant/prml3-48218339) | §3.1 - §3.3.3

* [スライド](http://www.slideshare.net/tksakaki3ch/20131226-prml-3234) | §3.2 - §3.4

* [スライド](http://www.slideshare.net/pecorarista/prml04) | §4

* [スライド](http://www.slideshare.net/ShoheiOkada/prml-4-39963385) | §4.1 - §4.3

* [スライド](http://www.slideshare.net/masahirokazama9/prml4-142) | §4.1 - §4.2

* [スライド](http://www.slideshare.net/tksakaki3ch/20140123-prml42) | §4.2 - §4.2.3

* [スライド](http://www.slideshare.net/Y_oHr_N/prml-reading-51-52) | §5.1 - §5.2.4

* [スライド](http://www.slideshare.net/t_koshikawa/prml-5-pp227pp247) | §5.1 - §5.3.3

* [スライド](http://www.slideshare.net/kisa12012/prml5-4697969) | §5.1 - §5.4

* [スライド](http://www.slideshare.net/tksakaki3ch/201402205) | §5.4 - §5.5.7

* [スライド](http://www.slideshare.net/yukaraikemiya/6-15415589) | §6.1 - §6.4.6

* [スライド](http://www.slideshare.net/thorikawa/prml-chapter7) | §7.1 - §7.1.1

* [スライド](http://www.slideshare.net/tsukasafukunaga5/prml07-17444396) | §7.1 - §7.2.3

* [スライド](http://www.slideshare.net/K5_sem/prml7-2) | §7.2.1

* [スライド](http://www.slideshare.net/takafumisakakibara75/slide-44207685) | §8.1 - §8.2.2

* [スライド](http://www.slideshare.net/antiplastics/prml8) | §8.1 - §8.3.4

* [スライド](http://www.slideshare.net/kisa12012/prml9-6113803) | §9

* [スライド](http://www.slideshare.net/takao-y/20131113-em) | §9.1 - §9.4

* [スライド](http://www.slideshare.net/takao-y/ss-28872465) | §10.1 - §10.2

* [スライド](http://www.slideshare.net/antiplastics/prml10-40343153) | §10.1 - §10.2.1;

* [スライド](http://www.slideshare.net/YukiSoma/prml-101-103) | §10.1 - §10.3

* [スライド](http://www.slideshare.net/tsukasafukunaga5/prml122) | §12.2 - §12.4

* [スライド](http://www.slideshare.net/pecorarista/prml-14) | §14.1 - §14.4

## 演習回答

### §1

* [HTML](http://la.cs.tut.ac.jp/~sakaji/wiki/wiki.cgi?page=PRML+%B1%E9%BD%AC%CC%E4%C2%EA+%B2%F2%C5%FA%CE%E3+%2D+%C2%E81%BE%CF) | 演習問題第1章

* [Google Drive](https://drive.google.com/folderview?id=0Bz9yuvZCp4qSZXB1MUpQSG9KQWs&usp=sharing) | 演習問題第1章

* [ブログ記事](http://prml.2apes.com/category/%E6%BC%94%E7%BF%92%E5%95%8F%E9%A1%8C%E8%A7%A3%E7%AD%94/%E7%AC%AC%EF%BC%91%E7%AB%A0/) | 演習問題第1章

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex1.1.pdf?raw=true) | 演習1.1

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex1.2.pdf?raw=true) | 演習1.2

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex1.7.JPG?raw=true) | 演習1.7

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex1.8.pdf?raw=true) | 演習1.8

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex1.9.pdf?raw=true) | 演習1.9

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex1.17-1.19.pdf?raw=true) | 演習1.17 - 演習1.19

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex1.20-1.21.pdf?raw=true) | 演習1.20 - 演習1.21

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex1.28-29.pdf?raw=true) | 演習1.28 - 演習1.29

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex1.33.pdf?raw=true) | 演習1.33

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex1.34.pdf?raw=true) | 演習1.34

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex1.35.pdf?raw=true) | 演習1.35

* [画像](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex1.36.JPG?raw=true) | 演習1.36

### §2

* [HTML](http://la.cs.tut.ac.jp/~sakaji/wiki/wiki.cgi?page=PRML+%B1%E9%BD%AC%CC%E4%C2%EA+%B2%F2%C5%FA%CE%E3+%2D+%C2%E82%BE%CF) | 演習問題第2章

* [Google Drive](https://drive.google.com/folderview?id=0Bz9yuvZCp4qSY05fWDVqOHpzSmc&usp=sharing) | 演習問題第2章

* [ブログ記事](http://prml.2apes.com/category/%e6%bc%94%e7%bf%92%e5%95%8f%e9%a1%8c%e8%a7%a3%e7%ad%94/%e7%ac%ac%ef%bc%92%e7%ab%a0/) | 演習問題第2章

* [HTML](http://yousack.hateblo.jp/entry/2015/04/06/184627) | 演習2.3

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex2.3,2.4.pdf?raw=true) | 演習2.3 - 演習2.4

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex2.5.pdf?raw=true) | 演習2.5

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex2.7-2.8.pdf?raw=true) | 演習2.7 - 演習2.8

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex2.17-22.pdf?raw=true) | 演習2.17 - 演習2.18, 演習2.20 - 演習2.22

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex2.19.pdf?raw=true) | 演習2.19

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex2.23.pdf?raw=true) | 演習2.23

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex2.24.JPG?raw=true) | 演習2.24

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex2.41-2.42.pdf?raw=true) | 演習2.41 - 演習2.42

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex2.53-2.54.pdf?raw=true) | 演習2.53 - 演習2.54

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex2.55.pdf?raw=true) | 演習2.55

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex2.61.pdf?raw=true) | 演習2.61

### §3

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex3.1.pdf?raw=true) | 演習3.1

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex3.2.pdf?raw=true) | 演習3.2

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex3.4.pdf?raw=true) | 演習3.4

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex3.5.pdf?raw=true) | 演習3.5

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex3.6.pdf?raw=true) | 演習3.6

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex3.7.pdf?raw=true) | 演習3.7

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex3.8.pdf?raw=true) | 演習3.8

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex3.9-2.pdf?raw=true) | 演習3.9

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex3.10.pdf?raw=true) | 演習3.10

* [スライド](http://www.slideshare.net/tksakaki3ch/prml-3-312) | 演習3.12

### §4

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex4.1.pdf?raw=true) | 演習4.1

* [Qiita](http://qiita.com/aisurta/items/a5427803c1dd56110fae) | 演習4.2

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex4.4.pdf?raw=true) | 演習4.4

* [PDF](https://github.com/daimatz/w8prml/blob/master/files/exercise_solutions/ex4.7.pdf?raw=true) | 演習4.7

### §7

* [HTML](http://la.cs.tut.ac.jp/~sakaji/wiki/wiki.cgi?page=PRML+%B1%E9%BD%AC%CC%E4%C2%EA+%B2%F2%C5%FA%CE%E3+%2D+%C2%E87%BE%CF) | 演習第7章