Maps

A simple renderer for OpenStreetMap with python

Roentgen The idea behind Röntgen project is to have a possibility to display any map feature represented by OpenStreetMap data tags by means of colors, shapes, and icons. Röntgen is primarily created for OpenStreetMap contributors. Suppose, you spent time adding colors for building walls, benches and shelters for bus stops but they are not represented on the standard tile layer. Röntgen helps to display all changes you made. Nevertheless, Röntgen map generator can generate precise but messy maps for OSM […]

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Robot

An API wrapper for Discord written in Python

discord.py A modern, easy to use, feature-rich, and async ready API wrapper for Discord written in Python. Key Features Modern Pythonic API using async and await. Proper rate limit handling. 100% coverage of the supported Discord API. Optimised in both speed and memory. Installing Python 3.5.3 or higher is required To install the library without full voice support, you can just run the following command: # Linux/macOS python3 -m pip install -U discord.py # Windows py -3 -m pip install […]

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Tool

A tool of choice for bootstrapping high quality Python packages

PyScaffold PyScaffold is the tool of choice for bootstrapping high quality Python packages, ready to be shared on PyPI and installable via pip. It is easy to use and encourages the adoption of the best tools and practices of the Python ecosystem, helping you and your team to stay sane, happy and productive. The best part? It is stable and has been used by thousands of developers for over half a decade! Checkout out this demo project, which was set […]

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GUI

A Python interface to create battling pokemon agents

The pokemon showdown Python environment A Python interface to create battling pokemon agents. poke-env offers an easy-to-use interface for creating rule-based or training Reinforcement Learning bots to battle on pokemon showdown. Agents are instance of python classes inheriting from Player. Here is what your first agent could look like: class YourFirstAgent(Player): def choose_move(self, battle): for move in battle.available_moves: if move.base_power > 90: # A powerful move! Let’s use it return self.create_order(move) # No available move? Let’s switch then! for switch […]

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Python

Visualizing Data in Python Using plt.scatter()

An important part of working with data is being able to visualize it. Python has several third-party modules you can use for data visualization. One of the most popular modules is Matplotlib and its submodule pyplot, often referred to using the alias plt. Matplotlib provides a very versatile tool called plt.scatter() that allows you to create both basic and more complex scatter plots. Below, you’ll walk through several examples that will show you how to use the function effectively. In […]

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Advanced, NLP, Python, Structured Data, Text, Unsupervised

Natural Language Processing Step by Step Guide

This article was published as a part of the Data Science Blogathon Overview Basic understanding of Natural Language Processing. Learn Various Techniques used for the implementation of NLP. Understand how to use NLP for text mining. Prerequisite You must have a basic knowledge of Python. As we know every piece of data has some meaning in its position. Most important is that text data is getting generated in various formats like reviews, SMS, emails, and many more for every moment. The […]

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Machine Learning

Code for ICML 2021 paper: How could Neural Networks understand Programs?

OSCAR This repository contains the source code of our ICML 2021 paper How could Neural Networks understand Programs?. Environment Run following commands to build a docker image for the environment: cd docker sudo docker build -t oscar:latest . And you can launch a container with nvidia-docker command. sudo nvidia-docker run -it –mount type=bind,source=”$(pwd)”,target=/oscar oscar:latest To compile the binaries for processing the data: cd /oscar/bin make Then the OSCAR LLVM analyzer pass (located in analyzer), IR Lexer (located in irlexer), and […]

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Logging

A quick and simple Python logging

Python Quick Logging | QLogging Beautifully colored, quick and simple Python logging. This logger is based on Python logging package Screenshots: Terminal/CMD Notebooks: Windows: Features Color logging in Terminal and CMD Color logging in Jupyter Notebook and Jupyter Lab Color logging in Kaggle Notebook Color logging in Google Colab Notebook Know which function the logger was called from Know while line number the logger was called from Support logging to a file Simple and clean one-liner Customizable Installation $ pip […]

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Machine Learning

Rethinking the Design Principles of Robust Vision Transformer

Robust-Vision-Transformer Note: Since the model is trained on our private platform, this transferred code has not been tested and may have some bugs. If you meet any problems, feel free to open an issue! This repository contains PyTorch code for Robust Vision Transformers. For details see our paper “Rethinking the Design Principles of Robust Vision Transformer” First, clone the repository locally: git clone https://github.com/vtddggg/Robust-Vision-Transformer.git Install PyTorch 1.7.0+ and torchvision 0.8.1+ and pytorch-image-models 0.3.2: conda install -c pytorch pytorch torchvision pip […]

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Robot

CoWIN Auto Booking Slot With Python

CoWin-Termux Auto Slot Booking when there is a vaccine slot available at your location, by running a script on your phone. Getting Started By using Tremux you can run script and recieve the notification on your phone. Install Termux Installing Packages and Requirements OTP Fetching Methods // Three Options // AutoMode (a) : Fetch OTP using Termux:API App Install Termux:API ( Required v 0.31 to read SMS ) Apkpure Link. SiteMode (s) : Fetch OTP from Database Hosted on Cloudflare […]

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