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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A graphql API build using ariadne python that serves a graphql-endpoint at port 3002 to perform language translation

Language Translation and Identification this machine/deep learning api that will be served as a graphql-api using ariadne, to perform the following tasks. 1. Language Identification Identifying the language which the text belongs to using a simple text classification model. This model will be able to identify 7 different languages: english (en) french (fr) german (de) spanish (es) italian (it) portuguese (pt) swedish (sw) 2. Language Translation Language translation offers a bi-direction english to another language translation for example `english-to-french`. The […]

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An open source movie recommendation WebApp build by movie buffs and mathematicians that uses cosine similarity on the backend

About The Project There are many great streaming services to watch movies online in todays day and age. However, their build in content suggestion system is quite a bit broken and often times distracting, as convenient as it may be. This was the inspiration behind this Project. To iteratively build the best Movie Recommendation System that asks you what type of movie you would like to watch, no tell you what you should be watching in an intrusive way. Why […]

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