Graph

The diagramming widget library for Python

Gaphas Gaphas is the diagramming widget library for Python. Gaphas is a library that provides the user interface component (widget) for drawing diagrams. Diagrams can be drawn to screen and then easily exported to a variety of formats, including SVG and PDF. Want to build an app with chart-like diagrams? Then Gaphas is for you! Use this library to build a tree, network, flowchart, or other diagrams. This library is currently being used by Gaphor for UML drawing, RAFCON for […]

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Data Analysis

An open-source Python library for the analysis of network-based spatial data

spaghetti Spaghetti is an open-source Python library for the analysis of network-based spatial data. Originating from the network module in PySAL (Python Spatial Analysis Library), it is under active development for the inclusion of newly proposed methods for building graph-theoretic networks and the analysis of network events. An example of a network’s minimum spanning tree: Examples The following are a selection of some examples that can be launched individually as interactive binders from the links on their respective pages. Additional […]

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Command-line Tools

A Python wrapper for ngrok

pyngrok pyngrok is a Python wrapper for ngrok that manages its own binary and puts it on your path, making ngrok readily available from anywhere on the command line and via a convenient Python API. ngrok is a reverse proxy tool that opens secure tunnels from public URLs to localhost, perfect for exposing local web servers, building webhook integrations, enabling SSH access, testing chatbots, demoing from your own machine, and more, and its made even more powerful with native Python […]

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Python

Don’t leak your Docker image’s build secrets

In January 2021 CodeCov suffered from a security breach. The mechanism: The [malicious] actor gained access because of an error in Codecov’s Docker image creation process that allowed the actor to extract the credential required to modify our Bash Uploader script. It’s unclear from the description what specific kind of secret was involved, but as you can see leaking secrets can be a significant problem. You want to ensure your secrets don’t end up getting leaked in your image! In […]

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Machine Learning

Few-shot Image Generation via Cross-domain Correspondence

few-shot-gan-adaptation Official repository for Few-shot Image Generation via Cross-domain Correspondence (CVPR ’21) Utkarsh Ojha, Yijun Li, Jingwan Lu, Alexei A. Efros, Yong Jae Lee, Eli Shechtman, Richard Zhang Adobe Research, UC Davis, UC Berkeley Repository for downloading the datasets and generated images used for performing the evaluations shown in Tables 1 and 2. Overview Our method helps adapt the source GAN where one-to-one correspondence is preserved between the source Gs(z) and target Gt(z) images. Sample images from a model To […]

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Games

Deep Q-learning for playing chrome dino game

Deep Q-learning for playing Chrome Dino python source code for training an agent to play flappy bird. It could be seen as a very basic example of Reinforcement Learning’s application. Result The corresponding output video will also be generated and stored by default at output/chrome_dino.mp4Output video How to use my code With my code, you can: Train your model from scratch by running python train.py Test your trained model by running python test.py Trained models You could find my trained […]

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Robot

Bot for tenhou.net riichi mahjong server written in Python

tenhou-python-bot Bot was tested with Python 3.7+ and PyPy3, we are not supporting Python 2. Mahjong bot For research purposes we built a simple bot to play riichi mahjong on tenhou.net server. Here you can read about bot played games statistic: versions history How to run it? pip install -r requirements/lint.txt Run cd project && python main.py it will connect to the tenhou.net and will play a game. How to run bot battle with pypy To make it easier run […]

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Robot

A Simple Instagram Like & Comment Bot written in Python

An Instagram bot written in Python using Selenium on Google Chrome. It will go through posts in hashtag(s) and like and comment on them. Getting Started Please be aware of Instagram’s daily limits for likes and comments to avoid getting your account banned. Prerequisites Python 3 Pip – a python package manager Download this file, open a command prompt and navigate to the folder containing the get-pip.py installer, and run python get-pip.py to install Run pip –version to check if […]

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Robot

A Twitter bot written in Python using Tweepy

Twitter Like and Retweet Bot A Twitter bot written in Python using Tweepy and hosted on a server. It will like and/or retweet tweets that contain single or multiple keywords and hashtags. Instructions Apply for Twitter Developer Access with the account you want the bot to be used for. Create a new Twitter Application to generate your private keys, secrets, and tokens. Make sure the app settings has Read and Write permissions. Create a file named credentials.py to hold the […]

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Machine Learning

Build and manage real-life data science projects with ease

Metaflow is a human-friendly Python/R library that helps scientists and engineers build and manage real-life data science projects. Metaflow was originally developed at Netflix to boost productivity of data scientists who work on a wide variety of projects from classical statistics to state-of-the-art deep learning. Getting Started Getting up and running with Metaflow is easy. Python Install metaflow from pypi: pip install metaflow and access tutorials by typing: metaflow tutorials pull R Install Metaflow from github: devtools::install_github(“Netflix/metaflow”, subdir=”R”) metaflow::install() and […]

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