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ã¿ã¦ãÃ—gihyo.jpã‚¹ãƒšã‚·ãƒ£ãƒ« ã¿ã¦ãã®ã‚³ãƒ³ãƒ†ãƒ³ãƒ„è‡ªå‹•ä½œæˆâ â ãƒ»è‡ªå‹•åˆ†é¡žã‚’æ”¯ãˆã‚‹å†™çœŸâ â ãƒ»å‹•ç”»è§£æžãƒ‘ã‚¤ãƒ—ãƒ©ã‚¤ãƒ³ æ ªå¼ä¼šç¤¾MIXIã§ã€Œå®¶æ—ã‚¢ãƒ«ãƒãƒ ã¿ã¦ãã€ï¼ˆâ â ä»¥ä¸‹ã¿ã¦ãï¼‰ã®Data Engineeringã‚°ãƒ«ãƒ¼ãƒ—æ‰€å±žã®æ¾çŸ³ã¨ç”³ã—ã¾ã™ã€‚ ä»Šå›žã¯ã€ã“ã‚Œã¾ã§æœ¬é€£è¼‰ã§ã”ç´¹ä»‹ã—ã¦ããŸã¿ã¦ãã®1ç§’å‹•ç”»ã‚„è‡ªå‹•ä½œæˆãƒ•ã‚©ãƒˆãƒ–ãƒƒã‚¯ã€äººç‰©ã”ã¨ã®ã‚¢ãƒ«ãƒãƒ ã¨ã„ã£ãŸã€ã¿ã¦ãã®ã‚³ãƒ³ãƒ†ãƒ³ãƒ„è‡ªå‹•ä½œæˆãƒ»è‡ªå‹•åˆ†é¡žæ©Ÿèƒ½ã®è£å´ã§ç”¨ã„ã‚‰ã‚Œã¦ã„ã‚‹å†™çœŸãƒ»å‹•ç”»è§£æžãƒ‘ã‚¤ãƒ—ãƒ©ã‚¤ãƒ³ã«ã¤ã„ã¦ã”ç´¹ä»‹ã—ã¾ã™ã€‚ å†™çœŸâ ãƒ»å‹•ç”»è§£æžãƒ‘ã‚¤ãƒ—ãƒ©ã‚¤ãƒ³ã®ãƒ“ã‚¸ãƒã‚¹çš„ãªæ„ç¾©ã¨è¦ä»¶ æ„ç¾© å‰è¿°ã®ã‚ˆã†ãªå„ç¨®ã‚³ãƒ³ãƒ†ãƒ³ãƒ„è‡ªå‹•ä½œæˆãƒ»è‡ªå‹•åˆ†é¡žæ©Ÿèƒ½ã¯ã€ã„ãšã‚Œã‚‚ã¿ã¦ãã®ãƒ“ã‚¸ãƒ§ãƒ³ã§ã‚ã‚‹ã€Œâ ã€Žâ ä¸–ç•Œä¸€æ„›ã•ã‚Œã‚‹ã‚µãƒ¼ãƒ“ã‚¹ã€ã¨ã€Žåœ§å€’çš„åŽç›Šã€ã‚’é”æˆã€ã®å®Ÿç¾ã®ãŸã‚ã«æä¾›ã—ã¦ã„ã¾ã™ã€‚ ãŸã¨ãˆã°1ç§’å‹•ç”»ã«ã¯ã€å…¨å®¶æ—ã«3ãƒµæœˆã”ã¨ã«ãŠå±Šã‘ã™ã‚‹ã€Œå››å£ç‰ˆã€ã¨ã€ãƒ—ãƒ¬ãƒŸã‚¢ãƒ å®¶æ—é™å®šã§æ¯Žæœˆãƒ»æ¯Žå¹´ãŠå±Šã‘ã™ã‚‹ã€Œæœˆ
ikosin 2024/12/17
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MLU-Explain
MLU-EXPLAIN Visual explanations of core machine learning concepts Machine Learning University (MLU) is an education initiative from Amazon designed to teach machine learning theory and practical application. As part of that goal, MLU-Explain exists to teach important machine learning concepts through visual essays in a fun, informative, and accessible manner. Neural Networks Learn about neural net
ikosin 2024/04/11
visualization

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What Is ChatGPT Doing â€¦ and Why Does It Work?
What Is ChatGPT Doing â€¦ and Why Does It Work? February 14, 2023 Itâ€™s Just Adding One Word at a Time That ChatGPT can automatically generate something that reads even superficially like human-written text is remarkable, and unexpected. But how does it do it? And why does it work? My purpose here is to give a rough outline of whatâ€™s going on inside ChatGPTâ€”and then to explore why it is that it can d
ikosin 2023/05/29
AI

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LLMã‚’ç†è§£ã™ã‚‹ä¸€æ©ã¨ã—ã¦ã€Œã‚¼ãƒã‹ã‚‰ä½œã‚‹Deep Learningã€ã‚’ã‚„ã£ãŸ - $shibayu36->blog;
LLMã€GPTç•Œéšˆã‚’è¿½ã„ã‹ã‘ã¦ã„ã¦ã€GPTã®ä»•çµ„ã¿ã¨é™ç•Œã«ã¤ã„ã¦ã®è€ƒå¯Ÿï¼ˆ2.1ï¼‰ - conceptualizationã¨ã„ã†è¨˜äº‹ã‚’è¦‹ã‹ã‘ãŸã€‚ã“ã‚Œã‚’è¦‹ãŸã¨ãã€ã€Œã©ã†ã„ã†ã“ã¨ã‹å…¨ç„¶ç†è§£ã§ããªã„ã€ã¨ã„ã†æ°—æŒã¡ã«ãªã£ãŸã€‚ã¾ãŸã€ãã®ä»–LLMã®è§£èª¬è¨˜äº‹ã‚’ç†è§£ã§ããªã„ã“ã¨ãŒå¤šãã€è‡ªåˆ†ã®æ©Ÿæ¢°å¦ç¿’çŸ¥è˜ä¸è¶³ãŒæ˜Žç¢ºã«ãªã£ãŸã€‚ ç†è§£ã§ããªã‹ã£ãŸã“ã¨ã¯æ‚”ã—ã„ã—ã€LLMã‚„ChatGPTã‚’ã†ã¾ãä½¿ã„ã“ãªã™ã«ã¯æœ€ä½Žé™ã©ã®ã‚ˆã†ãªåŽŸç†ã§å‹•ã„ã¦ã„ã‚‹ã‹ç†è§£ã—ãŸã„ã¨æ„Ÿã˜ãŸã€‚ãã“ã§ä¸€æ©ç›®ã¨ã—ã¦ã€Œã‚¼ãƒã‹ã‚‰ä½œã‚‹Deep Learningã€ã‚’å®Œèµ°ã—ãŸã€‚ ã‚¼ãƒã‹ã‚‰ä½œã‚‹Deep Learning â€•Pythonã§å¦ã¶ãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°ã®ç†è«–ã¨å®Ÿè£… ä½œè€…:æ–Žè—¤ åº·æ¯…ã‚ªãƒ©ã‚¤ãƒªãƒ¼ã‚¸ãƒ£ãƒ‘ãƒ³Amazon çŸ¥è˜ãªã—ã‹ã‚‰ã¯ã˜ã‚ãŸã®ã§æ™‚é–“ã¯ã‹ã‹ã£ãŸãŒã€æ¬¡ã®ã‚ˆã†ã«é€²ã‚ã¦ã„ã£ãŸã€‚ è‡ªåˆ†ã‚‚ã‚³ãƒ¼ãƒ‰ã‚’å†™çµŒã—ãªãŒã‚‰èªã‚€ ãƒ¬ãƒã‚¸ãƒˆãƒªã¯ https://github.co
ikosin 2023/05/23
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GPTã®ä»•çµ„ã¿ã¨é™ç•Œã«ã¤ã„ã¦ã®è€ƒå¯Ÿï¼ˆï¼‘ï¼‰ - conceptualization
GPT4ãŒç™»å ´ã—ã¦ChatGPTãŒç››ã‚Šä¸ŠãŒã£ã¦ã¾ã™ãã€‚ æœ¬è¨˜äº‹ã¯ã€GPTï¼ˆã‚’æ”¯ãˆã‚‹Transf ormerã¨ã„ã†ä»•çµ„ã¿ï¼‰ã‚’ChatGPTãƒ¦ãƒ¼ã‚¶ã«ã¨ã£ã¦åˆ†ã‹ã‚Šã‚„ã™ãèª¬æ˜Žã—ã€ãã®èƒ½åŠ›ã¨é™ç•Œã«ã¤ã„ã¦ã®è¦‹é€šã—ã‚’ã‚ˆãã—ã‚ˆã†ã€ã¨ã„ã†è¶£æ—¨ã«ãªã‚Šã¾ã™ã€‚ å°‘ã—é•·ããªã‚Šãã†ãªã®ã§ã€å…¨éƒ¨ã§è¨˜äº‹ã‚’3å›žã«åˆ†ã‘ã‚ˆã†ã¨æ€ã„ã¾ã™ã€‚ ï¼ˆï¼‘ï¼‰å¤§ã¾ã‹ãªèƒŒæ™¯ã¨æ¦‚è¦ï¼šæœ¬è¨˜äº‹ ï¼ˆï¼’ï¼‰GPTã®èƒ½åŠ›ã¨å¯èƒ½æ€§ï¼šå®Ÿéš›ã®ä½¿ç”¨ä¾‹ã¨Transf ormerã®ä»•çµ„ã¿ã‚’è¸ã¾ãˆã¦èª¬æ˜Ž ï¼ˆï¼“ï¼‰GPTã®é™ç•Œã¨æœªæ¥å±•æœ›ï¼šTransf ormerã®ä»•çµ„ã¿ãŒæŒã¤é™ç•Œã¨ç ”ç©¶ã®é€²å±•ã‚’äºˆæƒ³ GPT3ã¨4ã®é•ã„ï¼š ãƒˆãƒ¼ã‚¯ãƒ³é•·ã¨ã¯ä½•ã‹ï¼Ÿ ã¾ãšã“ã“ã‹ã‚‰è©±ã‚’å§‹ã‚ã¾ã™ã€‚GPT-3ã¯ã€ãƒ‘ãƒ©ãƒ¡ãƒ¼ã‚¿æ•°ãŒ750å„„å€‹ï¼ˆ850GBã®å®¹é‡ã‚’é£Ÿã†ï¼‰ã§ãƒˆãƒ¼ã‚¯ãƒ³é•·ãŒ4097(GPT-3.5)ã§ã—ãŸã€‚GPT-4ã¯ã€ãƒ‘ãƒ©ãƒ¡ãƒ¼ã‚¿æ•°ã¯éžå…¬é–‹ã§ãƒˆãƒ¼ã‚¯ãƒ³é•·ã¯32768ã§ã™ã®ã§ã€ã¡ã‚‡ã†ã©8å€ã«ãªã‚Šã¾ã™ã€‚ ã•ã¦ã€ãƒˆãƒ¼ã‚¯
ikosin 2023/03/23
AI

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GPT-4
Weâ€™ve created GPT-4, the latest milestone in OpenAIâ€™s effort in scaling up deep learning. GPT-4 is a large multimodal model (accepting image and text inputs, em itting text outputs) that, while less capable than humans in many real-world scenarios, exhibits human-level performance on various professional and academic benchmarks. Weâ€™ve created GPT-4, the latest milestone in OpenAIâ€™s effort in scalin
ikosin 2023/03/15
AI

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Imagicã‚’ç†è§£ã™ã‚‹
17 oct 2022ã«å‡ºãŸImagicã¨ã„ã†æŠ€è¡“ã«ã¤ã„ã¦ã€ãƒšãƒ¼ãƒ‘ãƒ¼ã¨ã‚½ãƒ¼ã‚¹ã‚’è¦‹æ¯”ã¹ãªãŒã‚‰èª¬æ˜Žã—ã¾ã™ã€‚
ikosin 2022/10/20
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ã‚„ã°ã™ãŽã‚‹AIç”»åƒç”Ÿæˆã‚µãƒ¼ãƒ“ã‚¹ã€ŒStable Diffusionã€å§‹ã¾ã‚‹ã€‚ ã€ç°¡å˜è§£èª¬ & å¿œç”¨ & Promptä»˜ç”Ÿæˆäº‹ä¾‹é›†ã€‘ï½œã‚„ã¾ã‹ãš
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ikosin 2022/08/22
AI

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GitHub - CompVis/stable-diffusion: A latent text-to-image diffusion model
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ikosin 2022/08/22
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UCI Machine Learning Repository
ikosin 2022/08/09
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UCI Machine Learning Repository
Welcome to the UC Irvine Machine Learning Repository We currently maintain 670 datasets as a service to the machine learning community. Here, you can donate and find datasets used by millions of people all around the world!
ikosin 2022/08/09
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GitHub - infinitered/nsfwjs: NSFW detection on the client-side via TensorFlow.js
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ikosin 2022/02/28
javascript

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ikosin 2020/10/30
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GitHub - anandpawara/Real_Time_Image_Animation: The Project is real time application in opencv using first order model
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scikit-learn: machine learning in Python
Simple and efficient tools for predictive data analysis Accessible to everybody, and reusa ble in various contexts Built on NumPy, SciPy, and matplotlib Open source, commercially usa ble - BSD license
ikosin 2019/09/20
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