Author: Deep Learner

Numpy

Msgpack serialization/deserialization library for Python

ormsgpack ormsgpack is a fast msgpack library for Python. It is a fork/reboot of orjson It serializes faster than msgpack-python and deserializes a bit slower (right now). It supports serialization of: dataclass, datetime, numpy, pydantic and UUID instances natively. Its features and drawbacks compared to other Python msgpack libraries: serializes dataclass instances natively. serializes datetime, date, and time instances to RFC 3339 format, e.g., “1970-01-01T00:00:00+00:00” serializes numpy.ndarray instances natively and faster. serializes pydantic.BaseModel instances natively (disregards the configuration ATM). serializes […]

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Discord

A python library for building user interfaces in discord

blurple.py A front-end framework for discord.py Blurple.py is a framework built on top of discord.py, giving you the tools you need to build discord bots with convenience. Here’s what’s included: blurple.ui All the styled components you’ll ever need for building user interfaces in discord. Planned support for modals and more in the future, using discord’s new api. blurple.io Robust functions that enable you to build stable, multi-step commands with ease. Support for multi-event replies, and timeout handling by default. blurple.ext […]

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Testing

Simple automated API test framework

ApiPy was created for api testing with Python pytest framework which has also requests, assertpy and pytest-html-reporter libraries. With this framework you can create api tests to call http GET, POST, UPDATE and DELETE methods. requests: for calling http methods asserpy: for making assertions pytest-html-reporter: for creating html report Pipenv is used to create a virtualenv. So just clone this project, go to the directory of the project and run below commands. cd apiPy pipenv shell pytest –html-report=./report GitHub https://github.com/mtopcu/apiPy […]

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API

Lightweight Python library for Spurwing’s API

Spurwing API Python Library Lightweight Python library for Spurwing’s API. Spurwing’s API makes it easy to add robust scheduling and booking to your application. We power millions of appointment bookings for thousands of companies, from marketplaces to SaaS & healthcare. Learn more about the Spurwing Scheduling API. Account To use this API you need to obtain API credentials by signin up here: https://spurwing.io/ On your dashboard you will have the “API Info” page with your API key and Provider ID. […]

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Analysis

A tool for the analysis and visualization of spatial molecular data

Squidpy – Spatial Single Cell Analysis in Python Squidpy is a tool for the analysis and visualization of spatial molecular data. It builds on top of scanpy and anndata, from which it inherits modularity and scalability. It provides analysis tools that leverages the spatial coordinates of the data, as well as tissue images if available. Manuscript Please see our preprint on bioRxiv to learn more. Squidpy’s key applications Build and analyze the neighborhood graph from spatial coordinates. Compute spatial statistics […]

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Advanced, Artificial intelligence, conversational AI, Machine Learning, NLP, Unstructured Data, Unsupervised

Let’s Understand How does a chatbot work ?

Introduction A technology that makes the interaction between humans and machines in natural language possible, is an Artificial Intelligence Chatbot! They act like a typical search engine but with more enhanced features. Applications of Artificial Intelligence Chatbots are spread over various domains including eCommerce, healthcare, education, travel, automation, finance, hospitality, insurance, and so on. The chatbots are domain-specific and do what they are intended for.  The applications in their domain include: answering customer queries, booking services like flights, movie tickets, […]

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Serverless

A toolkit for developing and deploying serverless Python code in AWS Lambda

Python-lambda Python-lambda is a toolset for developing and deploying serverless Python code in AWS Lambda. With python-lambda and pytube both continuing to gain momentum, I’m calling for contributors to help build out new features, review pull requests, fix bugs, and maintain overall code quality. If you’re interested, please email me at nficano[at]gmail.com. AWS Lambda is a service that allows you to write Python, Java, or Node.js code that gets executed in response to events like http requests or files uploaded […]

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Graph

A library that identifies subgraphs or motifs in a large graph

dotmotif DotMotif is a library that identifies subgraphs or motifs in a large graph. It looks like this: # Look for all motifs of the form, # Neuron A excites B: A -> B [type = “excitatory”] # …and B inhibits C: B -> C [type = “inhibitory”] Or like this: TwitterInfluencer(person) { # An influencer has more than a million # followers and is verified. person.followers > 1000000 person.verified = true } InfluencerAwkward(person1, person2) { # Two people who […]

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PDF

Python utility library for compositing PDF documents with reportlab

pdfdoc-py Python utility library for compositing PDF documents with reportlab. Installation The pdfdoc-py package can be installed directly from the source code: $ git clone https://github.com/michaelgale/pdfdoc-py.git $ cd pdfdoc-py $ python setup.py install Usage After installation, the package can imported: $ python >>> import pdfdoc >>> pdfdoc.__version__ Example of making a label sheet with 25 labels on Avery 5262 self-adhesive label sheets: from pdfdoc import * ld = LabelDoc(“my_labels.pdf”, style=AVERY_5262_LABEL_DOC_STYLE) labels = [i for i in range(25)] for label, row, […]

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