Deep Learning

A Lightweight and Stable DRL Implementation Using PyTorch

ElegantRL ElegantRL is featured with lightweight, efficient and stable, for researchers and practitioners. Lightweight: The core codes <1,000 lines (check elegantrl/tutorial), using PyTorch (train), OpenAI Gym (env), NumPy, Matplotlib (plot). Efficient: performance is comparable with Ray RLlib. Stable: as stable as Stable Baseline 3. Currently, model-free deep reinforcement learning (DRL) algorithms: DDPG, TD3, SAC, A2C, PPO, PPO(GAE) for continuous actions DQN, DoubleDQN, D3QN for discrete actions For DRL algorithms, please check out the educational webpage OpenAI Spinning Up. File Structure […]

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Machine Learning

A 12-week, 24-lesson curriculum all about Machine Learning

Machine Learning for Beginners – A Curriculum 🌍 Travel around the world as we explore Machine Learning by means of world cultures 🌍 Azure Cloud Advocates at Microsoft are pleased to offer a 12-week, 24-lesson curriculum all about Machine Learning. In this curriculum, you will learn about what is sometimes called classic machine learning, using primarily Scikit-learn as a library and avoiding deep learning, which is covered in our forthcoming ‘AI for Beginners’ curriculum. Pair these lessons with our forthcoming […]

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Assistant

An Open-source Personal Assistant With Python For Developers

Leon Leon is an open-source personal assistant who can live on your server. He does stuff when you ask him for. You can talk to him and he can talk to you. You can also text him and he can also text you. If you want to, Leon can communicate with you by being offline to protect your privacy. Why? If you are a developer (or not), you may want to build many things that could help in your daily […]

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Jupyter notebooks

Cambridge UK temperature forecast python notebooks

CambridgeTemperatureNotebooks Time series and other models for Cambridge UK temperature forecasts in python If you like CambridgeTemperatureNotebooks, give it a star, or fork it and contribute! Summary of single step-ahead predictions using simple Long Short Term Memory model with 12 hours of lagged variables plus test time augmentation: These predictions are for separate test data from 2019. RMSE is 7.26 and MAE is 3.71. GitHub https://github.com/makeyourownmaker/CambridgeTemperatureNotebooks    

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DevOps Tools

A modern development kit that simplifies the integration of shipping carriers services into an app

purplship puprlship is a modern development kit that simplifies the integration of shipping carriers services into an app. The key features are: Unified API: A standardized set of models representing the common shipping data (Address, Parcel, Shipment…) Intuitive API: A library that abstracts and unifies the typical shipping API services (Rating, Shipping, Tracking…) Multi-carrier: Integrate purplship once and connect to multiple shipping carrier APIs Custom carrier: A framework to integrate a shipping carrier services within hours instead of months For […]

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Analysis

A security analytics platform built for cloud-focused security teams

panther-analysis Panther is a security analytics platform built for cloud-focused security teams. Panther enables teams to define detections as code and programmatically upload them to your Panther deployment. Quick Start # Clone the repository git clone [email protected]:panther-labs/panther-analysis.git cd panther-analysis # Configure your Python environment make install make venv source venv/bin/activate # Install dependencies and run your first test! make deps panther_analysis_tool test –path aws_cloudtrail_rules/ Getting Started The examples below demonstrate the local Panther workflow: # Run detection tests panther_analysis_tool test […]

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YouTube

Search youtube channels for songs without having to manually check the videos

Youtube TMS Finder This code was made in an effort to make it easier to find the song that has been dubbed as ‘the most mysterious song on the internet’ and it makes it possible to search youtube channels for songs without having to manually check the videos. To find unidentified music. What you need to know This code was made in an effort to make it easier to find the song that has been dubbed as ‘the most mysterious […]

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Tool

Workbench to integrate pyoptools with freecad

Workbench to integrate pyoptools with freecad, that means basically optics ray tracing capabilities for FreeCAD. Requirements It requires a working FreeCAD with python3 support, and pyoptools installation for python3. Linux Installation Clone directly the git into the Mod dir in your FreeCAD root directory, that usually means cloning into ~/.FreeCAD/Mod directory. After that you just select the “pyOpTools” workbench in FreeCAD in the usual way. As seen in the following screenshot Small Instructions Please have in mind that this is […]

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Scripts

A python script to bypass disablefund, provide some useful information

ScanDF The purpose of this script is to bypass disablefund, provide some useful information, and dig the hook function of PHP extension. df-bypass.py Use: Python df-bypass.py – U URL (phpinfo information) EG1: Test [geek challenge 2019] rce me You can directly use the hook function to bypass the DL – runtime load a PHP extension EG2: [Blue Hat Cup 2021] one pointer PHP Direct hit FPM modify ant sword source code!! putenv-ld_preload.py By bypassing the putenv hook function, we can […]

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Assistant

Custom component to calculate estimated power consumption of lights

homeassistant-powercalc Custom component to calculate estimated power consumption of lights and other appliances. Provides easy configuration to get virtual power consumption sensors in Home Assistant for all your devices which don’t have a build in power meter. This component estimates power usage by looking at brightness, hue/saturation and color temperature etc using different strategies. They are explained below. Power sensors can be created for light, switch, fan, binary_sensor, input_boolean, remote and media_player entities Installation HACS This integration is part of […]

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