Deep Learning

Pre-trained models for high-performance deep learning applications in python

Hailo Model Zoo The Hailo Model Zoo provides pre-trained models for high-performance deep learning applications. Using the Hailo Model Zoo you can measure the full precision accuracy of each model, the quantized accuracy using the Hailo Emulator and measure the accuracy on the Hailo-8 device. Finally, you will be able to generate the Hailo Executable Format (HEF) binary file to speed-up development and generate high quality applications accelerated with Hailo-8. The models are optimized for high accuracy on public datasets […]

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PDF

A Python tool to generate a static HTML file that represents the internal structure of a PDF file

A Python tool to generate a static HTML file that represents the internal structure of a PDF file At some point the low-level functions developed for this CLI will be exposed as an API for programmatic use. WORK IN PROGRESS! CLI Features The generated HTML looks like the raw PDF file with the following additions: Pretty-print dictionary object Extract an object contained in an object stream and insert it in the flow like a regular object Decompress stream and display […]

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Twitter

Quickly and efficiently delete your entire tweet history with the help of your Twitter archive

Twitter Nuke Quickly and efficiently delete your entire tweet history with the help of your Twitter archive without worrying about the puny and pointless 3200 tweet limit imposed by Twitter. About The script uses multithreading to speed up the deletion process by simultaneously running multiple instances of the Twitter API. By utilising this modification the speed can be improved upto ~50-60 times the single threaded performance (~1 tweet per sec). Features Set the number of likes and retweets as threshold […]

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Models

Bonsai: Gradient Boosted Trees + Bayesian Optimization

Bonsai Bonsai is a wrapper for the XGBoost and Catboost model training pipelines that leverages Bayesian optimization for computationally efficient hyperparameter tuning. Despite being a very small package, it has access to nearly all of the configurable parameters in XGBoost and CatBoost as well as the BayesianOptimization package allowing users to specify unique objectives, metrics, parameter search ranges, and search policies. This is made possible thanks to the strong similarities between both libraries. $ pip install bonsai-tree References/Dependencies: Why use […]

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Transformer

AST: Audio Spectrogram Transformer

AST This repository contains the official implementation (in PyTorch) of the Audio Spectrogram Transformer (AST) proposed in the Interspeech 2021 paper AST: Audio Spectrogram Transformer (Yuan Gong, Yu-An Chung, James Glass). AST is the first convolution-free, purely attention-based model for audio classification which supports variable length input and can be applied to various tasks. We evaluate AST on various audio classification benchmarks, where it achieves new state-of-the-art results of 0.485 mAP on AudioSet, 95.6% accuracy on ESC-50, and 98.1% accuracy […]

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Security

Helps to quickly spot interesting security-related activity in Windows Event Viewer files

evtx-hunter evtx-hunter helps to quickly spot interesting security-related activity in Windows Event Viewer (EVTX) files. It can process a high number of events quickly, making it suitable for use during investigations and hunting activities across a high number of collected events. evtx-hunter is a Python tool that generates a web report of interesting activity observedin EVTX files. The tool comes with a few predefined rules to help you get going. This includesrules to spot for example: The first time a […]

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Language Models

Pretrained model on Marathi language using a masked language modeling objective

RoBERTa base model for Marathi Language (मराठी भाषा) Pretrained model on Marathi language using a masked language modeling (MLM) objective. RoBERTa was introduced inthis paper and first released inthis repository. We trained RoBERTa model for Marathi Language during community week hosted by Huggingface 🤗 using JAX/Flax for NLP & CV jax. RoBERTa base model for Marathi language (मराठी भाषा) Model description Marathi RoBERTa is a transformers model pretrained on a large corpus of Marathi data in a self-supervised fashion. Intended […]

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GUI

A hotkey manager that runs in the system tray

PySimpleHotkey A hotkey manager that runs in the system tray. Uses PySimpleGUI for the GUI and the system tray. This project uses these pip installable packages: PySimpleGUI psgtray keyboard This project is a mash-up of some PySimpleGUI demo programs and a program called pingmote. The pingmote project is the origin of the keyboard handler. A big thank you to @dchen327 for the code and inspiration. The system tray code is from the psgtray demo program. The 2 utilities that are […]

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Tool

A tool to bypass negative HTTP status codes on the client side

4xxBypasser un outil pour bypasser les code d’états HTTP négatif coté client ( 4xx ) git clone https://github.com/RistBS/4xxBypasser cd 4xxBypasser && sudo pip3 install -r requirements.txt sudo python3 4xxbypasser.py Arguments/options disponibles : Proxy : mettez des proxies http ( peut éviter des refus de connexion ) Params : ajoutez des paramètres si jamais le code d’états l’indique ( 401 par ex ) Path : le chemin qui renvoie le code 4xx Format pour les args Proxy et Params : Params […]

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Raspberrypi

A low power 1U Raspberry Pi cluster server for inexpensive colocation

Raspberry Pi 1U Server There are server colocation providers that allow hosting a 1U server for as low as $30/month, but there’s a catch: There are restrictions on power usage (1A @ 120v max, for example) because they’re expecting small and power-efficient network equipment like firewalls. This repo is about designing a server that fits within the 1U space and 1A @ 120v power constraint while maximizing computing power, storage, and value. GitHub https://github.com/pawl/raspberry-pi-1u-server    

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