Author: Deep Learner

Tutorial

Tutorial for STARKs with supporting code in python

STARK tutorial with supporting code in python Outline: introduction overview of STARKs basic tools — algebra and polynomials FRI low degree test STARK information theoretical protocol speeding things up with NTT and preprocessing Visit the Github Pages website here: https://aszepieniec.github.io/stark-anatomy/ Running locally (the website, not the tutorial) Install ruby Install bundler Change directory to docs/ and install Jekyll: $> sudo bundle install Run Jekyll: $> bundle exec jekyll serve Surf to http://127.0.0.1:4000/ LaTeX and Github Pages Github-Pages uses Kramdown as […]

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YOLO

YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet), Pruning and quantization Compression Tool Box

Update News 2021.10.30 复现TPH-YOLOv5 2021.10.31 完成替换backbone为Ghostnet Requirements 环境安装 pip install -r requirements.txt Evaluation metric Visdrone DataSet (1-5 size is 608，6-8 size is 640) Model mAP [email protected] Parameters(M) GFLOPs [email protected] YOLOv5n 13 26.2 1.78 4.2 YOLOv5s 18.4 34 7.05 15.9 YOLOv5m 21.6 37.8 20.91 48.2 YOLOv5l 23.2 39.7 46.19 108.1 YOLOv5x 24.3 40.8 86.28 204.4 YOLOv5xP2 30.00 49.29 90.96 314.2 YOLOv5xP2 CBAM 30.13 49.40 91.31 315.1 YOLOv5xP2 CBAM TPH 86.08 238.9 训练脚本实例：

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Video

EssentialMC2 Video Understanding

EssentialMC2 is a complete system to solve video understanding tasks including MHRL(representation learning), MECR2(relation reasoning) and MOSL3(openset life-long learning) powered by DAMO AcademyMinD(Machine IntelligenNce of Damo) Lab. Run pip install essmc2. Run python setup.py install. For each specific task, please refer to task specific README.

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Django

Django-based Crypto Portfolio Tracker – keep an eye on Shiba Inu and other Crypto

Easy asset tracking – at a glance 🚀 Dashboard to centrally monitor current crypto portfolio developments, by providing an overview of their current value.Values can either be displayed by their current Overall value (requires adding Purchases) or by their Current value(indicated by the V next to the number). The current course data is polled from CoinMarketCap’s REST API and stored in the database. The API allows you to makea maximum of 333 points worth of daily requests (~1 request / […]

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Time

Working Time Analysis based on WorkerLivesMatter / WorkingTime

统计各行业，各公司工作时间与工作条件。 原始数据来源：https://github.com/WorkerLivesMatter/WorkingTime，向发起人致敬。 经过少量处理，整理为供PostgreSQL直接可以使用的数据表。 Public Demo: http://demo.pigsty.cc/d/worktime-query 如何使用? 如果你已经有了pigsty环境, 使用管理用户在管理节点上克隆本项目并执行 make all 即可 git clone https://github.com/Vonng/worktime && cd worktime make all 数据说明

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Deep Learning

An original implementation of “MetaICL Learning to Learn In Context”

This includes an original implementation of “MetaICL: Learning to Learn In Context” by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi. ✨ Check out our demo at qa.cs.washington.edu:2021! ✨ This README is mainly for how to reproduce MetaICL and Channel MetaICL in the paper, but also describe how to reproduce our baselines, including Multi-task zero-shot and various raw LM methods.All methods used in the paper are available in this repo (please see the below table). For any questions about […]

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Django

Django CacheMiddleware has a multi-threading issue with pylibmc

Django CacheMiddleware has a multi-threading issue with pylibmc. CacheMiddleware shares a thread-unsafe cache object with many threads. It worksin most cache backends have Python implementations, but pylibmc is Cwith Python bindings. This is a simple Django project, with only django and pylibmc installed. Juststart it ./manage.py runserver with a localhost memcached and run lots ofconcurrent requests: ab -n100 -c10 http://localhost:8000/ This will trigger some exceptions like:

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App

Application to list countries in order of travel from the United States

API Root: https://countrylist.brodenwanner.com API Docs: https://countrylist.brodenwanner.com/redoc Documentation: https://countrylist.brodenwanner.com/dev/docs/ This project is an application that receives a three-letter code for a North American Country and returns a list ofall countries a driver must travel through to go from the United State of America to the destination. Weuse a simplified map of North America: CAN – Canada borders the United States USA – The United States borders Canada and Mexico MEX – Mexico borders the United States, Guatemala, and Belize BLZ – […]

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