Generator

The next generation deep reinforcement learning framework

AI-Optimizer is a next generation deep reinforcement learning suit, privoding rich algorithm libraries ranging from model-free to model-based RL algorithms, from single-agent to multi-agent algorithms. Moreover, AI-Optimizer contains a flexible and easy-to-use distributed training framekwork for efficient policy training. -For now, AI-Optimizer privodes following built-in libraries and more libraries and implementations are comming soon. Multiagent Reinforcement learning Representation Reinforcement Learning Offline Reinforcement Learning Transfer Reinforcement Learning Model-based reinforcement learning Repo: Multiagent Reinforcement Learning (MARL) MARL repo contains the released codes […]

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Encryption

Paaster – A secure by default end to end encrypted pastebin built with the objective of simplicity

Paaster is a secure by default end to end encrypted pastebin built with the objective of simplicity. Preview Features What is E2EE? E2EE or end to end encryption is a zero trust encryption methodology. When you paste code into paaster the code is encrypted locally with a secret generated on your browser. This secret is never shared with the server & only people you share the link with can view the paste. Can I trust a instance of paaster not […]

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Download

Download hundreds of images from Google. Do image post processing later

This repo contains the Python script that can let you download the images from Google for the given keyword. Also, there are some additional functionalities added that can help in post-image processing. Preparing the image dataset which is not publicly available, is still a challenging task. Machine Learning Engineers need image data when building something of a Computer Vision. But due to the non-availability of the data, they are left with nothing but 2 choices – either to drop the […]

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Tool

Tool to scan for RouterOS (Mikrotik) forensic artifacts and vulnerabilities

Forensics tool for Mikrotik devices. Search for suspicious properties and weak security points that need to be fixed on the router. This tool’s functionalities include the following: Get the version of the device and map it to CVEs Check for scheduled tasks Look for traffic redirection rules Look for DNS cache poisoning Look for default ports change Look for non-default users Look for suspicious files Look for proxy, socks and FW rules Executing and arguments The arguments: args Description Must […]

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Proxy

Rebuilding and extending the Autoproxy tool in Python

Photoshop scripting to generate high-quality Magic card renders, original concept developed by Chilli-Axe, rewritten in Python for extended functionality. If you need help with this app, join our discord: https://discord.gg/qdR2S4nQ6U A copy of Photoshop (2015-2022 Tested) The Photoshop templates The following fonts, included in fonts folder: Beleren Bold, Beleren2016 Bold, Beleren Smallcaps, MPlantin and MPlantin-Italics Keyrune and Mana (Keep Keyrune updated for expansion symbols) Relay Medium,

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Robot

Spider quadruped robot using NodeMUC-32S (ESP32) and MicroPython

Quadruped project using NodeMCU-32S and MicroPython. Brief introduction This project is about a spider quadruped. The robot can perform multiple gait in MOVE mode, and can rotate and translate with 6DOF in POSE mode. Both Remote control and Calibration are done via Wi-Fi on ESP32. Brian: NodeMCU-32S (ESP32). Actuator: 12 × 20Kg servo. Power supply: 3S 2200mAh Lipo battery. mini360 DC-DC bulk for powering ESP32, PCA9685 and MPU6050. 8A UBEC for 12 servos. Check the PCB file for details. The […]

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Filter

CFGAN: A Generic Collaborative Filtering Framework based on Generative Adversarial Networks

This repository provides a reference implementation of CFGAN as described in the following papers: CFGAN: A Generic Collaborative Filtering Framework based on Generative Adversarial Networks Dong-Kyu Chae, Jin-Soo Kang, Sang-Wook Kim, and Jung-Tae Lee 27th ACM Int’l Conf. on Information and Knowledge Management (CIKM 2018) Overview of CFGAN Authors Requirements The code has been tested running under Python 3.5. The required packages are as follows: Basic Usage Cite We encourage you to cite our paper if you have used the […]

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Tool

A grapheme to phoneme (G2P) tool for Spanish

A grapheme to phoneme (G2P) tool for Spanish. To use it, simply: Just for one time: cd g2p_spanish && chmod -R 744 ./* Create a UTF-8 file with one word per line: nano original.txt ./doPron.sh original.txt lexicon 1 The final file will be encoded in UTF-8 lexicon.pron.Note: the third parameter takes into account the differences in áéíóúÁÉÍÓÚ for the phonemes (value=1). Otherwise you can just keep value=0. Requires Python2, Linux Credits Transcriptor ortofonético: Andres Marzal, Maria Jose Castro, Salvador España […]

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Stream

Shared, streaming Python dict

Sychronized, streaming Python dictionary that uses shared memory as a backend Warning: This is an early hack. There are only few unit tests and so on. Maybe not stable! Features: Fast (compared to other shareing solutions) No running manager processes Works in spawn and fork context Safe locking between independent processes Tested with Python >= v3.9 on Linux and Windows Optional recursion for nested dicts General Concept UltraDict uses multiprocessing.shared_memory to synchronize a dict between multiple processes. It does so […]

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