Research at Microsoft 2021: Collaborating for real-world change

Over the past 30 years, Microsoft Research has undergone a shift in how it approaches innovation, broadening its mission to include not only advancing the state of computing but also using technology to tackle some of the world’s most pressing challenges. That evolution has never been more prominent than it was during this past year. Recent events underscore the urgent need to address planet-scale problems. Fundamental advancements in science and technology have a crucial role to play in addressing ongoing […]

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It’s time to stop using Python 3.6

Upgrading to new software versions is work, and work that doesn’t benefit your software’s users. Users care about features and bug fixes, not how up-to-date you are. But there is only so much time you can delay upgrading, and for Python 3.6, the time to upgrade is right now. Python 3.6 is reaching its end of life as of December 2021. No more bug fixes. No more security fixes. “It’s dead, Jim.” As of mid-December 2021, 15% of packages downloaded […]

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A TensorFlow implementation for C2-Rec

This is a TensorFlow implementation for C2-Rec We refer to the repo SASRec. Requirements requirement.txt Datasets This repo includes Amazon Beauty dataset as an example. you could also download Amazon review data from here. Model Training To train model on Beauty: python main.py –dataset=Beauty –train_dir=model_train –maxlen=50 –dropout_rate=0.5 –con_alpha=5.0 –rd_alpha=1.0 –neg_test=500 –user_reg_type=kl –lr=0.001 –rd_reduce=mean –neg_sample_n=50 GitHub View Github    

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A Fast Command Analyser based on Dict and Pydantic

Alconna 隶属于ArcletProject, 在Cesloi内有内置 Alconna 是 Cesloi-CommandAnalysis 的高级版,支持解析消息链 一般情况下请当作简易的消息链解析器/命令解析器 文档 暂时的文档 Example from arclet.alconna import Alconna from arclet.alconna.component import Option, Subcommand from arclet.alconna.types import AnyStr cmd = Alconna( command=”/pip”, options=[ Subcommand(“install”, Option(“–upgrade”), pak_name=AnyStr) Option(“list”), ] ) msg =    

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