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So many ways for assessing outliers

Link: https://huggingface.co/hexgrad/Kokoro-82M

Airbus employs the CompCert formally verified C compiler in the development of safety-critical avionics software. Specifically, at their Toulouse facility, Airbus has integrated CompCert into several projects, although the exact details of these projects remain undisclosed. https://www.absint.com/compcert/index.htm The decision to adopt CompCert was driven by a need to enhance performance, particularly by reducing the Worst-Case…

Website: https://facebookresearch.github.io/Kats/ Kats is a toolkit to analyze time series data, a lightweight, easy-to-use, and generalizable framework to perform time series analysis. Time series analysis is an essential component of Data Science and Engineering work at industry, from understanding the key statistics and characteristics, detecting regressions and anomalies, to forecasting future trends. Kats aims to…

Source: https://www.displayr.com/what-is-multidimensional-scaling-mds/

Free download: https://link.springer.com/chapter/10.1007/978-3-031-19078-0_2 This book is a practical guide for doing research written for beginning researchers. You might be a doctoral student just learning how to conduct research. Or, you might be a new faculty member, having recently graduated from a doctoral program and looking forward to conducting research as part of your job. Or,…

Source of paper: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5060022 Twitter source: https://x.com/emollick/status/1869411377108201914

#1 critical writing section most students struggle with: Discussion Follow this template (𝘸𝘪𝘵𝘩 𝘦𝘹𝘢𝘮𝘱𝘭𝘦𝘴) to make your life easier —  Start with a Big Summary/ Importance Statement:“𝘖𝘶𝘳 𝘳𝘦𝘴𝘶𝘭𝘵𝘴 𝘥𝘦𝘮𝘰𝘯𝘴𝘵𝘳𝘢𝘵𝘦 𝘢 𝘯𝘰𝘷𝘦𝘭 𝘮𝘦𝘤𝘩𝘢𝘯𝘪𝘴𝘮 𝘣𝘺 𝘸𝘩𝘪𝘤𝘩 𝘟 𝘪𝘯𝘧𝘭𝘶𝘦𝘯𝘤𝘦𝘴 𝘠, 𝘰𝘧𝘧𝘦𝘳𝘪𝘯𝘨 𝘯𝘦𝘸 𝘪𝘯𝘴𝘪𝘨𝘩𝘵𝘴 𝘪𝘯𝘵𝘰 𝘡.” —  Link Findings to Previous Work:“𝘜𝘯𝘭𝘪𝘬𝘦 𝘱𝘳𝘦𝘷𝘪𝘰𝘶𝘴 𝘴𝘵𝘶𝘥𝘪𝘦𝘴 𝘵𝘩𝘢𝘵 𝘴𝘶𝘨𝘨𝘦𝘴𝘵𝘦𝘥 𝘈, 𝘰𝘶𝘳 𝘧𝘪𝘯𝘥𝘪𝘯𝘨𝘴 𝘪𝘯𝘥𝘪𝘤𝘢𝘵𝘦 𝘉,…

High performance self-hosted photo and video management solution: https://immich.app/ , https://github.com/immich-app/immich

FinGPT: Open-Source Financial Large Language Models https://github.com/AI4Finance-Foundation/FinGPT