Deep Learning

A library for preparing and evaluating scalable deep learning hybrid recommender systems

collie A library for preparing, training, and evaluating scalable deep learning hybrid recommender systems using PyTorch. Collie is a library for preparing, training, and evaluating implicit deep learning hybrid recommender systems, named after the Border Collie dog breed. Collie offers a collection of simple APIs for preparing and splitting datasets, incorporating item metadata directly into a model architecture or loss, efficiently evaluating a model’s performance on the GPU, and so much more. Above all else though, Collie is built with […]

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Data Analysis

Provides APIs for scientific and bioinformatic data analysis

Toolchest provides APIs for scientific and bioinformatic data analysis. It allows you to abstract away the costliness of running tools on your own resources by running the same jobs on secure, powerful remote servers. Installation The Toolchest client is available on PyPI: pip install toolchest-client Usage Using a tool in Toolchest is as simple as: import toolchest_client as toolchest toolchest.set_key(“YOUR_TOOLCHEST_KEY”) toolchest.kraken2( tool_args=””, inputs=”path/to/input.fastq”, output_path=”path/to/output.fastq”, ) For a list of available tools, see the documentation. Configuration To use Toolchest, you must […]

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CMS

A Static Site and Blog Generator build with python

Nikola In goes content, out comes a website, ready to deploy. Why Static Websites? Static websites are safer, use fewer resources, and avoid vendor and platform lock-in. You can read more about this in the Nikola Handbook What Can Nikola Do? It has many features, but here are some of the nicer ones: Blogs, with tags, feeds, archives, comments, etc. Themable Fast builds, thanks to doit Flexible, extensible via the dozens of available plugins Small codebase (programmers can understand all […]

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Framework

A framework for Web3 Python applications and smart contracts

Ape Framework Ape is a framework for Web3 Python applications and smart contracts, with advanced functionality for testing, deployment, and on-chain interactions. Dependencies python3 version 3.6 or greater, python3-dev Installation via pip You can install the latest release via pip: pip install eth-ape via setuptools You can clone the repository and use setuptools for the most up-to-date version: git clone https://github.com/ApeWorX/ape.git cd ape python3 setup.py install Quick Usage Ape is primarily meant to be used as a command line tool. […]

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API

Python Client for Algorithmia Algorithms and Data API

Algorithmia Common Library (python) Python client library for accessing the Algorithmia API For API documentation. Algorithm Development Kit This package contains the algorithmia-adk development kit, simply add from Algorithmia import ADK into your workflow to access it. Install from PyPi The official Algorithmia python client is available on PyPi.Install it with pip: pip install algorithmia Install from source Build algorithmia client wheel: python setup.py bdist_wheel Install a wheel manually: pip install –user –upgrade dist/algorithmia-*.whl from directory containing setup.py and the […]

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Natural Language Processing

Simple translators for text files, microphone recordings or terminal input

lingopy Simple translators for text files, microphone recordings or terminal input, converting from and to most known languages. Welcome to lingopy, the quick and easy way to translate text or audio files into a foreign language. If you would like to transform a recording of a speech you gave into a different language or always wanted to translate a whole text file, then this project may help you out! Translator types :u7121: translator.py -> convert texts or messages by just […]

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Tool

A programming language with logic of Python

Pytov The idea was to take all well known syntaxes, and combine them into one programming language with many posabilities. Installation Install using pip install pytov, or via git: git clonehttps://github.com/Yuvix25/Pytov.git. Usage If was installed via pip: $ pytov [path_to_your_pytov_file] If was installed via git: Run using Python: $ cd [folder_of_installation] $ cd pytov $ python pytov.py [path_to_your_pytov_file] Run using pre-built executables: $ cd [folder_of_installation] $ cd exe $ pytov [path_to_your_pytov_file] Syntax # this is a comment // this is […]

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Images

Fill holes in binary 2D & 3D images fast

Fill Voids Fill holes in binary 2D & 3D images fast. # PYTHON import fill_voids img = … # 2d or 3d binary image filled_image = fill_voids.fill(img, in_place=False) # in_place allows editing of original image filled_image, N = fill_voids.fill(img, return_fill_count=True) # returns number of voxels filled in // C++ #include “fill_voids.hpp” size_t sx, sy, sz; sx = sy = sz = 512; uint8_t* labels = …; // 512x512x512 binary image // modifies labels as a side effect, returns number of […]

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Python

Use FastAPI to Build Web APIs

Creating APIs, or application programming interfaces, is an important part of making your software accessible to a broad range of users. In this tutorial, you will learn the main concepts of FastAPI and how to use it to quickly create web APIs that implement best practices by default. By the end of it, you will be able to start creating production-ready web APIs, and you will have the understanding needed to go deeper and learn more for your specific use […]

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Advanced, Libraries, NLP, Project, Python, Structured Data, Text

FuzzyWuzzy Python Library: Interesting Tool for NLP and Text Analytics

This article was published as a part of the Data Science Blogathon Introduction There are many ways to compare text in python. But, often we search for an easy way to compare text. Comparing text is needed for various text analytics and Natural Language Processing purposes. One of the easiest ways of comparing text in python is using the fuzzy-wuzzy library. Here, we get a score out of 100, based on the similarity of the strings. Basically, we are given the similarity […]

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