際際滷

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MACHINE LEARNING
丿 丕丼 亊
 丐弌丐
 -
 
弌
丐亊
乘 ML
 弌舒亳亳亠从亳亠 仄亠仂亟
 亠亶仂仆仆亠 亠亳
 舒亢亟亠仆亳 仗仂 舒仆舒仍仂亞亳亳
 亠亠于 亠亠仆亳亶
 亠仆亠亳亠从亳亠 舒仍亞仂亳仄
丼 个丐
弌 弌丐
 弌舒亶  仂亟仆仂亳仗仆仂亶 从仂亶
 舒亰仆舒 从舒
NAMED ENTITY RECOGNITION
 仗亠亟亠仍磳仄 从仍舒 亳亰于仍亠从舒亠仄 仆仂亠亶
 舒亰仄亠舒亠仄 亠弍仆亶 亳 亠仂于亶 从仂仗
 弍舒亠仄 舒仍亞仂亳仄
 亰于仍亠从舒亠仄 舒从 亳亰 仆仂于 舒仆亳
丼丐 弌?
丼丐 弌?
ADDR_HOUSE
ADDR_HOUSEADDR_STREET
ADDR_STREET
ADDR_CITY
ADDR_CITY
SCHEDULE
TEL
EMAIL
ORG
 丼?
丕弌
 10 舒亠仂仂于
 弌于亠 20  仆仂亠亶 11 从仍舒仂于
 9  仂亞舒仆亳亰舒亳亶
 8  舒亟亠仂于
 500 舒仗亳舒仆亳亶
BIO-个丐
Begin, Inside, Outside
亳仆亰亟舒于 B-ORG
仂从仂于从仂亶 I-ORG
仂弍仍舒亳: I-ORG
仍. B-ADDR_STREET
仂仍舒 I-ADDR_STREET
仂仍礌从舒, I-ADDR_STREET
亟. B-ADDR_HOUSE
42/2 I-ADDR_HOUSE
1 O
舒亢 O
CONDITIONAL RANDOM FIELDS
y0
y1
y2
yT-1
yT
yT-2
x1
x2
xT-1
xT
xT-2
- 于亠从仂 仗亳亰仆舒从仂于 t-亞仂 仍仂于舒
- 从仍舒 t-亞仂 仍仂于舒
CONDITIONAL RANDOM FIELDS
- 仗亳亰仆舒从亳 t-亞仂 仍仂于舒
- 从仍舒 t-亞仂 仍仂于舒
丶 丼弌丐
丐 69.06
丐丼弌丐亂 90.69
丐
2GIS Machine learning DevDay
2GIS Machine learning DevDay
乘
乘
丿乘
乘
乘
丕亊
(?<=s|[,(])RE[s|-]?(0[0-9]{2})(?=s|[,)])
s?[VZ]?s?Rs?([0-9]{2}[.,][0-9]{1,2})
丕亊
弌仂仆亳 :(
仂仍仆仂舒 ~ 50%
RegEx-Hell

亠从亳从仂亞舒亳亠从亳亠 仗亳亰仆舒从亳
仂仂仍仂亞亳
弌仍仂于舒亳
仂仆亳
弌亳从 / 亠亳从
仗亳仂仆舒仍仆亠 仍仂于舒
丐 93.74
丐丼弌丐亂 97.14
丐 95.61
丐丼弌丐亂 97.52
*
* 亠亞仍从亳 ~ 50
2GIS Machine learning DevDay
丼丐 丱丐
 弌于亠 亟舒仆仆亠 仗仂 亠于ム亳仄 亳仄舒仄
 从舒 仆仂于亠
 丱丐弌亊
 弌从舒亳于舒 仄仆仂亞仂 舒亶仂于
 亠仆亟亠亳 舒仆亳 于 弍舒亰亠亠
 亰于仍亠从舒 仆仂于亠 仍从亳
 舒仗仂亰仆舒于舒 仆仂亳
 
 Docker 亟仍 从仂仆亠亶仆亠仂于
 Kubernetes 亟仍 仂从亠亳仂于舒仆亳
KUBERNETES
丱丐丐丕
Downloader
Scheduler
Extractor
K
A
F
K
A Saver
DOWNLOADER
 仂仆仂仍仆亶 弍舒亰亠 仆舒 弍舒亰亠 WebKit
 舒舒仆仂于从舒 ComputedStyle
DOWNLOADER
<h1>
Machine Learning
</h1>
DOWNLOADER
<h1 dgis-ner-left="230" dgis-ner-top="347" dgis-ner-
width="980" dgis-ner-height="122">
Machine Learning
</h1>
EXTRACTOR
Extractor PioNER
POD
RestKafka
Metrics
PIONER
 弌弍仂从舒, 亠亳仂于舒仆亳亠, 仂弍亠仆亳亠 仆舒 从仂仄仄亳
 弌弍仂从舒 Docker, 仗弍仍亳从舒亳 仂亢亠
 仂仆亳仂亳仆亞 从舒亠于舒
丼弌丐
丼弌丐
弌弌丐亂
亠 舒亶 亳亰 2弌 于从舒亳于舒ム 亳 舒仗仂亰仆舒ム 亰舒 4 亟仆
WE MACHINE LEARNING
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