Author: Deep Learner

PyTorch

Code release for ConvNeXt model

Official PyTorch implementation of ConvNeXt, from the following paper: A ConvNet for the 2020s. arXiv 2022.Zhuang Liu, Hanzi Mao, Chao-Yuan Wu, Christoph Feichtenhofer, Trevor Darrell and Saining XieFacebook AI Research, UC Berkeley We propose ConvNeXt, a pure ConvNet model constructed entirely from standard ConvNet modules. ConvNeXt is accurate, efficient, scalable and very simple in design. Catalog ImageNet-1K Training Code ImageNet-22K Pre-training Code ImageNet-1K Fine-tuning Code Downstream Transfer (Detection, Segmentation) Code Results and Pre-trained Models ImageNet-1K trained models name resolution [email protected] […]

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Scripts

Problem 943. ACMP

В “main.py” расположен вариант моего решения задачи 943 с сервиса “ACMP” “Змейка – 3” (https://acmp.ru/index.asp?main=task&id_task=943). Основнойной шарм данной реализации заключается в полной отсутствии циклов. The entire professional component of this project is my intellectual component, but only at the moment of pushing. GitHub View Github    

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Command-line Tools

A simple Python 3.9+ command-line application for managing Fidelity portfolios

fi is a simple Python 3.9+ command-line application for managing Fidelity portfolios. Master, when you need to manage your portfolio, I calculate a 75% probability thatfi will be helpful. Warning fi asks for manual confirmation: Place order [Y/n] Pressing enter uses the default value Y meaning yes. Use Install a browser driver. Clone fi: git clone https://github.com/qnevx/fi.git Install requirements: pip install -r requirements.txt Update config.ini with your own information. Run fi.py. Recover from an error If an error occurs   […]

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Containers

Change ACLs for QNAP LXD unprivileged container

If Advanced Folder Permissions is enabled in QNAP NAS, unprivileged LXD containers won’t start. qnaplxdunpriv changes ACLs of some Container Station files to enable running unprivileged LXD containers. Please make sure to backup your NAS before using this program, and use this program at your own risk. Usage Prebuilt Docker image (amd64) to run this program is available at kobarity/qnaplxdunpriv. So if you are using amd64 NAS, you can run the image as following: docker run -v “$(echo /share/CACHEDEV*_DATA/.qpkg/container-station):/Station” -v […]

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Password

A password generator using both Kivy framework and SQL in order to create a local database for users to generate strong passwords and store them

A password generator using both Kivy framework and SQL in order to create a local database for users to generate strong passwords and store them Using this project as an oppertunity to learn about topics such as GUI’s, Databases, and encryption Tasks: 1. Create basic python file to generate random passwords ✓ 2. Practice with Kivy and make fake landing pages ✓ 3. Create a basic framework for splash page, log in, account creation, and main page for generator ✓ […]

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Visualization

Module to visualize where your python script is slow

It provides: Code lines that impact your code speed. Visualisation of slow code lines for quick fix. Python 3.9Require matplotlib.pyplot, numpy from speed_testpy import ScriptProfilerPy ScriptProfilerPy(filepath=”example_testfile.py”).Profiler()output > code_profile_output.png ‘Make a copy of your python script to prevent any issues. ‘Executing this script with same packages as your scrpt’s virtual environment. Your script will be executed as a standard python import Provide the python script pathThe module will insert datetime() variable at each non-indented line. Your code is opened, read and […]

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Analysis

Python class to perform AB test analysis

Python class to perform AB test analysis Overview This repo contains a Python class to perform an A/B/C… test analysis with proportion-based metrics (including posthoc test). In practice, the class is can be used along with any appropriate RDBMS retrieval tool (e.g. google.cloud.bigquery module for BigQuery) so that, together, they result in an end-to-end analysis process, i.e. from querying the experiment data stored originally in SQL to arriving at the complete analysis results. The ABTest Class The class is named […]

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