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BentoML Yatai

Yatai Model Deployment at Scale on Kubernetes ๐Ÿฆ„๏ธ helm repo add yatai https://bentoml.github.io/yatai-chart

BentoML Integeration MLflow

BentoML์€ ์‹คํ—˜ ํ”Œ๋žซํผ๊ณผ ๋ชจ๋ธ ๊ฐœ๋ฐœ ํ™˜๊ฒฝ์— ๊ตฌ์• ๋ฐ›์ง€ ์•Š๋Š”๋‹ค. ๊ทธ๋ž˜์„œ MLflow์™€ ์—ฐ๋™ํ•ด์„œ ์‚ฌ์šฉ์ด ๊ฐ€๋Šฅ MLflow Model Registry์™€ ๋น„๊ตํ•˜์—ฌ BentoML์˜ ๋ชจ๋ธ ํ˜•์‹ ๋ฐ ๋ชจ๋ธ ์ €์žฅ์†Œ๋Š” ์˜ˆ์ธก ์„œ๋น„์Šค ๊ตฌ์ถ•, ํ…Œ์ŠคํŠธ ๋ฐ ๋ฐฐํฌ์— ์‚ฌ์šฉ๋  ๋ชจ๋ธ ์•„ํ‹ฐํŒฉํŠธ๋ฅผ ๊ด€๋ฆฌํ•˜๋„๋ก ์„ค๊ณ„ periodic training pipelines์—์„œ ์ตœ์ƒ์˜...

[MLflow] Model Registry

Intro centralized model store set of APIs UI Model ๋ผ์ดํ”„์‚ฌ์ดํด ๊ด€๋ฆฌ model lineage ๋ฅผ ์ œ๊ณต model versinoing stage transitions staging์—์„œ production annotations Concepts ...

BentoML

A faster way to ship your models to production pip install bentoml BentoML is compatible across machine learning frameworks and standardizes ML model packaging and management for your team. ...

[Python] ๋ฌธ์ž์—ด ๋ถ™์ด๊ธฐ ์„ฑ๋Šฅ ๋น„๊ต (join, +)

๊ฐ€๋…์„ฑ, ์„ฑ๋Šฅ์„ ์œ„ํ•ด ๋ฌธ์ž์—ด ๋ถ™์ผ๋•Œ๋Š” +๋ณด๋‹ค join์„ ์‚ฌ์šฉ # ๋ฌธ์ž์—ด ์ด ๋ณ„๋ณ€์ด๋ฏ€๋กœ ๊ฐ ์—ฐ๊ฒฐ์— ๋Œ€ํ•ด ์ƒˆ๋กœ์šด ๋ฉ”๋ชจ๋ฆฌ๋ฅผ ํ• ๋‹น full_name = first_name + " " + last_name # ๊ฒฐํ•ฉ๋œ ๋ฌธ์ž์—ด์— ๋ฉ”๋ชจ๋ฆฌ๋ฅผ ํ•œ๋ฒˆ์— ํ• ๋‹น, ์„ฑ๋Šฅ๊ณผ ๊ฐ€๋…์„ฑ ํ–ฅ์ƒ " ".join([first_name, last_name])

[Python] ํŒŒ์ด์ฌ ๋„ค์ด๋ฐ

private์€ _(๋ฐ‘์ค„ ํ•œ๊ฐœ)์„ ์‚ฌ์šฉ, name mangling์„ ๋ฐฉ์ง€ํ•˜๊ธฐ ์œ„ํ•ด์„œ๋Š” __(๋ฐ‘์ค„ ๋‘๊ฐœ) ์‚ฌ์šฉ _books = {} # private var __dict = {} # ํŒŒ์ด์ฌ ๋‚ด์žฅ lib๋กœ ๋„ค์ž„ mangling ๋ฐฉ์ง€๋ฅผ ์œ„ํ•ด __ ๋‘๊ฐœ ์‚ฌ์šฉ # private method def _get_data(): ... # naming m...

[์• ํ”Œ] Macbook ๊ฑฐ์น˜๋Œ€ - Twelve South Curve Flex

Twelve South Curve Flex ์ œํ’ˆ์„ ๊ตฌ๋งคํ•ด์„œ ํ˜„์žฌ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ๋Š”๋ฐ ์ƒ๊ฐ๋ณด๋‹ค ๋งฅ๋ถ ๊ฑฐ์น˜ํ•˜๋Š” ๊ณณ์˜ ๋†’์ด๊ฐ€ ๋‚ฎ์•„์„œ ๋งฅ๋ถ์ด ๋•…์œผ๋กœ ๋–จ์–ด์ง„๋‹ค. ํœด๋Œ€์šฉ์œผ๋กœ ๊ตฌ๋งค๊ฐ€ ํ•„์š”ํ•˜๋ฉด ๊ดœ์ฐฎ์€ ์ œํ’ˆ์ผ์ˆ˜ ์žˆ๊ฒ ์ง€๋งŒ ์ง‘์—์„œ๋งŒ ์‚ฌ์šฉํ•œ๋‹ค๋ฉด ํœด๋Œ€ ๊ธฐ๋Šฅ์„ ํ™œ์šฉํ•˜์ง€ ์•Š์œผ๋‹ˆ ๊ทธ๋‹ฅ ๋งค๋ ฅ์ ์ธ ์ œํ’ˆ์ด ์•„๋‹Œ๊ฒƒ ๊ฐ™๋‹ค๋Š” ์ƒ๊ฐ ์ œํ’ˆ ๋งํฌ

[์• ํ”Œ] iPad ์นจ์‹ค ์Šคํƒ ๋“œ - Twelve South HoverBar Tower

์ œํ’ˆ ๋งํฌ ์•„๊ธฐ๊ฐ€ ํƒœ์–ด๋‚˜๋ฉด์„œ ์„œ์„œํžˆ ์‡ผํŒŒ์—์„œ ํ‹ฐ๋น„๋ฅผ ์•‰์•„์„œ ๋ณด๋Š” ์‹œ๊ฐ„์€ ์ค„์–ด๋“ค๊ณ , ์‹œ๊ฐ„์ด ๋‚ ๋•Œ๋งˆ๋‹ค ์•„์ดํŒจ๋“œ ์•„๋‹ˆ๋ฉด ์•„์ดํฐ์œผ๋กœ ์นจ๋Œ€์— ๋ˆ„์›Œ์„œ ๋„ทํ”Œ๋ฆญ์Šค๋ฅผ ๋ณด๊ธฐ ์‹œ์ž‘ํ–ˆ๋‹ค. ์ฒ˜์Œ์— ๊ณ ๋ฏผํ–ˆ๋˜๊ฑด ์Šคํƒ ๋ฐ”์ด๋ฏธ๋ฅผ ์‚ฌ๋ณผ๊นŒ ์•„๋‹ˆ๋ฉด ์‚ผํƒ ๋ฐ”์ด๋ฏธ๋ฅผ ๋งŒ๋“ค์–ด๋ณผ๊นŒ ํ–ˆ๋Š”๋ฐ ์ด๊ฑด ๋˜ ๋ˆ„์›Œ์„œ ์ž˜ ๋ณผ์ˆ˜ ์žˆ์„๊นŒ ์‹ถ์–ด์„œ ํ™œ์šฉ๋„ ์ธก๋ฉด์—์„œ ์•„์ดํŒจ๋“œ์™€ ์Šคํƒ ๋“œ๋ฅผ ์‚ฌ๋Š”๊ฒŒ ์ข‹๋‹ค๊ณ  ์ƒ๊ฐํ–ˆ๋‹ค. ์•„์ดํŒจ๋“œ ...

[Next.js] ์ฐธ๊ณ ํ•˜๋ฉด ์ข‹์€ ์‚ฌ์ดํŠธ

Next.js๋กœ ํ”„๋กœ์ ํŠธ ๊ตฌ์„ฑ์‹œ์— ์ฐธ๊ณ ํ•˜๋ฉด ์ข‹์€ ์˜ˆ์ œ ๋ชฉ๋ก ์ „์ฒด ๋ชฉ๋ก https://github.com/vercel/next.js/tree/canary/examples/data-fetch github์—์„œ star ๊ฐ€์ ธ์™€์„œ ํ™”๋ฉด์— ๋ณด์—ฌ์ฃผ๋Š” ๋ฐ›์•„์˜ค๋Š” ๋ฐ์ดํ„ฐ types๋ฅผ ์ •์˜ํ•˜๋Š” ๋ฐฉ๋ฒ• fetch data ํ•˜๋Š”...

[FCPX] ๋ฌด๋ฃŒ ํฐํŠธ

์ƒ์—…์šฉ์œผ๋กœ๋„ ๋ฌด๋ฃŒ๋กœ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋Š” ํฐํŠธ https://noonnu.cc/