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DPS Build
@dps_build
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AI, coding, data science and startups
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DPS Build
2 Mar 2023, 03:17
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巴黎理工大学的 Marc Lelarge 教授准备的手把手深度学习教程,有不少是用 Julia 写的。
https://dataflowr.github.io/
#ml #mooc
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DPS Build
1 Mar 2023, 15:31
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Unum 使用四块 RTX 3090 显卡就能训练一个比 OpenAI 还要好的 Vision-Language transformer 模型 -- UForm。要知道 OpenAI 用了 1024块 A100 显卡才训练出来。
UForm 不仅各方面表现优于 OpenAI 的 CLIP,而且推算速度也大大优于 CLIP。
对了,Unum 是一家在亚美尼亚的初创公司,目前只有13个人。
https://www.unum.cloud/blog/2023-02-20-efficient-multimodality
#ml
Unum | Scaling Intelligence
Unum is a deep-tech software company working at the cross section of Artificial Intelligence Research, Theoretical Computer Science and High-Performance Computing
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DPS Build
1 Mar 2023, 13:05
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NomadList 创始人使用一个域名 + Notion 页面 + Stripe 就构建了一个产品的 MVP。他说如果验证成功了,就会继续发展,不然就放弃。
目前已经有用户付费了。
https://twitter.com/levelsio/status/1630587182493892609
#startup
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DPS Build
1 Mar 2023, 11:25
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System Design Interview
作者 Alex Xu 的 newsletter
https://blog.bytebytego.com/
#system
ByteByteGo Newsletter | Alex Xu | Substack
Explain complex systems with simple terms, from the authors of the best-selling system design book series. Click to read ByteByteGo Newsletter, a Substack publication with hundreds of thousands of readers.
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DPS Build
28 Feb 2023, 21:00
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Pandas 2.0 将逐步适用 arrow 取代目前的 Numpy 来存储数据。读写性能及处理速度将大为提升。
https://datapythonista.me/blog/pandas-20-and-the-arrow-revolution-part-i
#python #data
pandas 2.0 and the Arrow revolution (part I)
Introduction At the time of writing this post, we are in the process of releasing pandas 2.0. The project has a large number of users,...
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