Computer Vision

Visualize tensors in a plain Python REPL using Sparklines

sparkvis This is a library for visualizing tensors in a plain Python REPL using sparklines. I was sick of having to install jupyter on servers just to see a damn tensor. E.g. the FFT of MNIST looks like this: Quickstart pip3 install -U sparkvis python3 from sparkvis import sparkvis as vis vis(foo) foo can be a torch tensor, tf tensor, numpy array, etc. It supports anything with a .numpy() method. vis(a, b) will put ‘a’ and ‘b’ side by side. […]

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Tool

A Simple modular tool to fetch and parse data related to the stock market

stonks-o-fetcher A Simple modular tool to fetch and parse data related to the stock market. Getting started For the moment the only source is this repository, so to get the program you have to clone it locally. Requirements Python >3.6 The program is tested only on a linux environment (WSL 1 and debian) but shouldtechnically work on windows too I think. Installation After cloning and entering the root of the project pip install . If you are not on python […]

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Machine Learning

Multi-Modal Fusion Transformer for End-to-End Autonomous Driving

transfuser This repository contains the code for the CVPR 2021 paper Multi-Modal Fusion Transformer for End-to-End Autonomous Driving. If you find our code or paper useful, please cite @inproceedings{Prakash2021CVPR, author = {Prakash, Aditya and Chitta, Kashyap and Geiger, Andreas}, title = {Multi-Modal Fusion Transformer for End-to-End Autonomous Driving}, booktitle = {Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021} } Setup Install anaconda wget https://repo.anaconda.com/archive/Anaconda3-2020.11-Linux-x86_64.sh bash Anaconda3-2020.11-Linux-x86_64.sh source ~/.profile Clone the repo and build the environment git clone […]

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Text

A collection of text processing tools for Python

ChirpText ChirpText is a collection of text processing tools for Python 3. It is not meant to be a powerful tank like the popular NTLK but a small package which you can pip-install anywhere and write a few lines of code to process textual data. Simple file data manipulation using an enhanced open() function (txt, gz, binary, etc.) CSV helper functions Parse Japanese text with mecab library (Does not require mecab-python3 package even on Windows, only a binary release (i.e. […]

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Games

A Python framework/template of a MMO game built using PyGame

PyMMO PyMMO is a Python framework/template of a MMO game built using PyGame on top of Python’s built-in socket module. This template implements a simple MMORPG with baked in features such as: In-game chat bubbles functionality; Action battle system with server-side processing functionality; Run on cloud, locally in your machine, or anywhere in-between due to the use of sockets. Multithreaded client handling on the server side Minimal and easy to use and only requires PyGame as a dependency Preview: Requirements […]

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Machine Learning

AI4Good project for detecting waste in the environment

Detect waste AI4Good project for detecting waste in environment. Did you know that we produce 300 million tons of plastic every year? And only the part of it is properly recycled. The idea of detect waste project is to use Artificial Intelligence to detect plastic waste in the environment. Our solution is applicable for video and photography. Our goal is to use AI for Good. In Detect Waste in Pomerania project we used 9 publicity available datasets, and additional data […]

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Command-line Tools

A Python utility / library to sort imports

isort isort is a Python utility / library to sort imports alphabetically, and automatically separated into sections and by type. It provides a command line utility, Python library and plugins for various editors to quickly sort all your imports. It requires Python 3.6+ to run but supports formatting Python 2 code too. Before isort: from my_lib import Object import os from my_lib import Object3 from my_lib import Object2 import sys from third_party import lib15, lib1, lib2, lib3, lib4, lib5, lib6, […]

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Command-line Tools

A Python-powered, Unix-gazing shell language and command prompt

xonsh xonsh is a Python-powered, cross-platform, Unix-gazing shell language and command prompt. The language is a superset of Python 3.6+ with additional shell primitives. xonsh (pronounced conch) is meant for the daily use of experts and novices alike. Projects that use xonsh gitsome: A supercharged Git/shell autocompleter with GitHub integration.rever: Cross-platform software release tool.Regro autotick bot: Regro Conda-Forge autoticker.xxh: Using xonsh wherever you go through the ssh. GitHub https://github.com/xonsh/xonsh    

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Network

An automatic reaction network generator for reactive molecular dynamics simulation

ReacNetGenerator ReacNetGenerator: an automatic reaction network generator for reactive molecular dynamic simulations, Phys. Chem. Chem. Phys., 2020, 22 (2): 683–691, doi: 10.1039/C9CP05091D [email protected] (Jinzhe Zeng), [email protected] (Tong Zhu) Features Processing of MD trajectory containing atomic coordinates or bond orders Hidden Markov Model (HMM) based noise filtering Isomers identifying accoarding to SMILES Generation of reaction network for visualization using force-directed algorithm Parallel computing Guide and Tutorial You can install ReacNetGenerator with pip: pip install reacnetgenerator reacnetgenerator -h See the guide to […]

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Python

Embedded Python: Build a Game on the BBC micro:bit

Writing code that runs in the terminal or in your web browser is good fun. Writing code that affects the real world, however, can be satisfying on a whole other level. Writing this sort of code is called embedded development, and Python is making it more accessible than ever! This tutorial contains code snippets that allow you to build a simple game on the BBC micro:bit. To access the full code and get a sneak preview on what you’ll be […]

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