Author: Deep Learner

Deep Learning

Classify different birds species based on their songs/calls

Bird-Song-Classification The goal is to classify different birds species based on their songs/calls. Spectrograms have been extracted from the audio samples and used as features for classification. A Siamese network based on 1D dilated convolutions is used here. Model is trained using triplet loss. I am using the British Birdsong Dataset available on Kaggle for this experiment. Download the data from here. This dataset is a subset of Xeno-Canto database. Siamese Networks along with dilated 1D convolutions are used here […]

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Documentation

A simple python library for generating documentation from docstrings

inkpot a small simple library for generating documentation from docstrings Installation pip install inkpot Usage singel file python3 -m inkpot myfile.py or directory python3 -m inkpot myproject/ output to a file (also works with directories) python3 -m inkpot myfile.py > doc.md python3 -m inkpot myproject/ > doc.md Currently this returns a markdown table. More functionality and a better format will be added. Example Python file ex/add.py def add(a,b): “”” add to objects “”” return a + b python3 -m inkpot […]

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Security

use AirTagCrypto.py library decrypt your reports via Python

Openhaystack-python This python daemon will allow you to gather your Openhaystack-based airtag reports and display them on a Grafana dashboard.You can also use AirTagCrypto.py library alone to decrypt your reports via Python Requirements Running Openhaystack simple-server (I’m using a Big Sur Hackintosh virtual machine on my Proxmox server). Grafana instance with installed Track map plugin (in my case running on a separate Arch Linux machine with InfluxDB). InfluxDB 2.0 to store your decrypted reports and send them to Grafana. Installation […]

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Plot

Generating plots of Bohemian eigenvalues with python

Bohemian Eigenvalue Plotting Examples This repository contains examples of generating plots of Bohemian eigenvalues. The examples in this repository are currently only available in Python. All examples use the bohemian library. Pentadiagonal Skew Symmetric Python: python/Pentadiagonal_Skew_Symmetric_20x20.py Upper-Hessenberg Toeplitz Python: python/UHT_0_Diag_d3_16x16.py GitHub https://github.com/BohemianMatrices/bohemian-examples    

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Bot

PwnWiki Telegram database searching bot in python

pwtgbot PwnWiki Telegram database searching bot. Screenshots How it looks like in the terminal when running How it looks like in Telegram Run Directly From Source # clone and enter repository git clone https://github.com/k4yt3x/pwtgbot.git cd pwtgbot # set Telegram bot token export PWTGBOT_SECRET=”TELEGRAM BOT SECRET” # launch bot python -m pwtgbot Run With Docker/Podman You can run this bot from its Docker image. $PWTGBOT_SECRET: Telegram bot secret token $VERSION_TAG: pwtgbot version (e.g., 1.2.0) You can check out the newest tag […]

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Security

A python CMS Detection and Exploitation suite

CMSeeK CMS Detection and Exploitation suite – Scan WordPress, Joomla, Drupal and over 180 other CMSs Functions Of CMSeek: Basic CMS Detection of over 170 CMS Drupal version detection Advanced WordPress Scans Detects Version User Enumeration Plugins Enumeration Theme Enumeration Detects Users (3 Detection Methods) Looks for Version Vulnerabilities and much more! Advanced Joomla Scans Version detection Backup files finder Admin page finder Core vulnerability detection Directory listing check Config leak detection Various other checks Modular bruteforce system Use pre […]

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Deep Learning

Perform low-rank neural network reparameterization and its stable training in a compressed form

Spectral Tensor Train Parameterization of Deep Learning Layers This repository is the official implementation of our AISTATS 2021 paper titled “Spectral Tensor Train Parameterization of Deep Learning Layers” by Anton Obukhov, Maxim Rakhuba, Alexander Liniger, Zhiwu Huang, Stamatios Georgoulis, Dengxin Dai, and Luc Van Gool [arXiv] [PMLR]. It demonstrates how to perform low-rank neural network reparameterization and its stable training in a compressed form. The code provides all experiments (GAN and Image Classification) from the paper (see configs/aistats21 directory) with […]

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Command-line Tools

An interactive command line text-to-speech tool using Google TTS

cli-tts This is an interactive command line text-to-speech tool using Google TTS. Just type text and the voice will be played. Multi-language is supported. Quick Start macOS $ git clone https://github.com/ReekyStive/cli-tts.git $ cd cli-tts $ brew install ffmpeg # be sure ffmpeg is in PATH $ pip install -r requirements.txt $ python tts.py Windows There’s a package that already included everything: Win32 Release Screenshots Supported Languages Local accent Language code Top-level domain English (Australia) en com.au English (United Kingdom) en […]

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Bot

A Telegram Bot Plays With Words in python

TheWordzBot A Telegram Bot Plays With Words in python. ➠ I Can Turn Text Into Audio ➠ I Can Get Results From Dictionary ➠ I Can Make Google Search For You ➠ I Can Suggest Strong Passwords For You ➠ I Can Encode And Decode text in base64 format ➠ I Can Make Cowsay From Given Text GitHub https://github.com/raveen-2003/TheWordzBot    

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