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Events for December 4, 2017

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5:30 pm

December R-Ladies Meetup: Regular Expressions

December 4, 2017 @ 5:30 pm UTC+0
3rd Floor, Bandwidth Barn, Woodstock Exchange, 66 - 68 Albert Road, Woodstock Exchange
Cape Town, ZA

Hi everyone, We'll be having our last meetup of the year on the 4th of December in the afternoon. Jodie will  be giving a tutorial on  String Matching and Modification in R using Regular Expressions - handy when you're cleaning data. There will be something for beginners and intermediate users alike. Best, Megan, Wiebke, Theoni […]

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7:00 pm

Book Club

December 4, 2017 @ 7:00 pm - 9:00 pm UTC+0
Durham Public Library – South Regional Branch, 4505 S. Alston Ave
Durham, NC 27713 US

• What we'll doJoin us as we work through the first section of R for Data Science (http://r4ds.had.co.nz/explore-intro.html) in small groups. This is a great way for both new and experienced users to become more familiar with R. All events are intended for women as leaders, mentors, members, and attendees. We are emphatically queer and […]

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7:30 pm

MLDM Monday | 打開預測模型的黑盒子-簡介 LIME

December 4, 2017 @ 7:30 pm - 9:00 pm UTC+0
資策會數位教育研究所, 大安區信義路三段153號3樓
Taipei, TW

主題:打開預測模型的黑盒子-簡介 LIME(Local Interpretable Model-Agnostic Explanations) 講者:Summit Suen 摘要: 近來預測模型跟深度學習的工具越來越方便,拿到一個資料集/問題的時候膝跳反應馬上是跑出好幾種模型;雖然我們可以透過 Cross-Validation 的方式來檢驗準確度,但是往往苦於無法解釋模型,只能把預測模型當作是黑魔法(!)。為了試圖去解釋模型(或者說,解釋模型如何解讀資料,並且作出預測),資料科學家們發展出各種 approach;LIME 即是一種利用局部擾動來檢驗模型對於擾動的反應、進而了解如何詮釋預測模型的方法。今天的 talk 就快速的帶大家看一下 lime 這個套件。 參考連結:https://github.com/thomasp85/lime

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