Author: Deep Learner

Various

Various Odoo apps and/or extensions

Apps related to various (third party) Odoo apps auditlog_extra: expansion of https://github.com/OCA/server-tools/tree/14.0/auditlog auditlog_extra Expands the auditlog module from the OCA with the following features: New rule type “Specific fields” to only log/report on the field(s) that you want: Smart button from the rule to quick-open and view all logs related to a rule: Smart button from the log line to the related record to quick navigate: New button “Add smart button” to add a “Check logs” button on the form […]

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PyTorch

Forward Compatible Few-Shot Class-Incremental Learning

The code repository for “Forward Compatible Few-Shot Class-Incremental Learning” [paper] (CVPR22) in PyTorch. If you use any content of this repo for your work, please cite the following bib entry: @inproceedings{zhou2022forward, title={Forward Compatible Few-Shot Class-Incremental Learning}, author={Zhou, Da-Wei and Wang, Fu-Yun and Ye, Han-Jia and Ma, Liang and Pu, Shiliang and Zhan, De-Chuan}, booktitle={CVPR}, year={2022} } Forward Compatible Few-Shot Class-Incremental Learning Novel classes frequently arise in our dynamically changing world, e.g., new users in the authentication system, and a machine […]

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Transformer

ReMoS: Reducing Defect Inheritance in Transfer Learning via Relevant Model Slicing

This is the artifact for the ICSE 2022 paper “ReMoS: Reducing Defect Inheritance in Transfer Learning via Relevant Model Slicing”. Transfer learning is a popular software reuse technique in the deep learning community that enables developers to build custom models (students) based on sophisticated pretrained models (teachers). However, like vulnerability inheritance in traditional software reuse, some defects in the teacher model may also be inherited by students, such as well-known adversarial vulnerabilities and backdoors. Reducing such defects is challenging since […]

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Translation

Gaussian Multi-head Attention for Simultaneous Machine Translation

Source code for our ACL 2022 paper “Gaussian Multi-head Attention for Simultaneous Machine Translation” (PDF) Our method is implemented based on the open-source toolkit Fairseq. Core code of Gaussian Multi-head Attention is in fairseq/modules/gaussian_multihead_attention.py Requirements and Installation Python version = 3.6 PyTorch version = 1.7 Install fairseq: git clone https://github.com/ictnlp/GMA.git cd GMA pip install –editable ./ Quick Start Data Pre-processing We use the data of IWSLT15 English-Vietnamese (download here) and WMT15 German-English (download here), and apply BPE with 32K merge […]

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Command-line Tools

How to send System Exclusive command by using FL Studio

How to send System Exclusive command by using FL Studio Basically I aligned with https://www.image-line.com/fl-studio-learning/fl-studio-online-manual/html/midi_scripting.htm Please read “The basics of working with Script Files:”According to this explanation, I made device_CASIO CTSV1000.py and put into DocumentsImage-LineFL StudioSettingsHardwareCASIO CTS1000V The Script set OnInit() for initialization. I put change Lylic Play Mode of CTS-1000V to “NOTE” from “Phrase(default)” You may want to send SysEX every play cycle. For that purpose, it can use onUpdateBeatIndicator(), this can call every beat while playing. FL Studioを使ったシステムエクスクルーシブの送信 […]

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Tool

PQ is a jq-like viewer/processing tool for pickle files

PQ is a jq-like viewer/processing tool for pickle files. # pq ” file.pkl {‘other’: 456, ‘test’: 123} # pq ‘table’ file.pkl |other|test| | 456 |123 | # pq ‘keys’ file.pkl [‘test’, ‘other’] # pq ‘.[“test”]’ file.pkl 123 Filter Usage Description flat .[] Extract elements from list to apply filters on each table table When elements are dictionaries, display common keys as a table keys    

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Server

Building a web server in python without using any external libraries

Building a web server in python without using any external libraries Dependencies: Install php-cgi library in Ubuntu: sudo apt-get update -y sudo apt-get install -y php-cgi USAGE: python3 server.py 127.0.0.1 8000 #http python3 server.py 127.0.0.1 8000 private.key public.cert #https Send Requests GET request to 127.0.0.1:8000/handleGet.php?firstName=Virat&lastName=Kohli POST request to 127.0.0.1:8000/handlePost.php where body=firstName=Virat&lastName=Kohli Attacking the server Attacking the webserver: Check out the attacking_server.pdf GitHub View Github    

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Desktop

Self Portal is a cross-platform desktop application used to deploy software across your endpoint fleet via Chef

Self Portal is a cross-platform desktop application used to deploy software across your endpoints fleet via Chef while providing the same user experience across multiple platforms Self Portal is in beta. Test throughly before using in production. Supports macOS Windows Linux ✅ Monterey ✅ Win 11 ✅ Ubuntu User Interface macOS – Monterey Windows 11 Linux – Ubuntu Chef Requirements: Chef server and cookbooks needs to be pre-configured before using Self Portal. pyinstaller to build executables Self Portal Requirements: PyQt5 […]

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Lambda

Inject chaos to Lambda functions without changing function code

Using lambda-chaos-extension to inject chaos to Lambda functions without any modification to function code. This demo inject two faults: Add 5 minutes delay to 10% of function invokes, causing the function to timeout. Replace function response for 50% of invokes. Deploy the sample application To build and deploy your application for the first time, run the following in your shell: sam build –use-container sam deploy –guided Chaos Tests Browse the API Gateway URL or curl it from command line for […]

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