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This is an open source python library that is useful for doing calculations using data flow graphs. TensorFlow goes beyond the basics and takes you to the world of machine intelligence. With the recent release, just a couple of months back, SQLAlchemy is far ahead in the game and is used by organizations like Freshbooks, Survey Monkey, Mozilla, reddit, Yelp and many more.Ĭheck out more about SQLAlchemy here at – SQLAlchemy. The approach of this library is far more efficient and modern when compared to other SQL / ORM tools available out there in the wild, and for that reason, it ranks much higher in our list of most useful Python libraries.
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The cool thing is the data mapper pattern, in which different classes are mapped to the database in different ways, it allows the object model and database schema to be decoupled from the start itself.ĭevelopers get full control and visibility of the SQL construction, nothing is hidden behind the walls of wrappers. It acts as SQL toolkit and Object Relational mapper by offering full suite of enterprise persistent patterns for high performance database access. SQL Alchemyĭatabases are integral to application development, and in the world of Python, SQLAlchemy is the go to library for working with databases.
The implementation of protocols such as JSON-RPC are much easier while using simplejason.Ĭheck out more about Simplejson here at – Simplejson 3. Simplejson library can also post-process JSON objects with object_hook or object_pairs_hook kwargs. With the default Kwarg to dumps, simplejson encoder can be used to provide serialization and without the support of objects to be serialised. Apart from the default UTF-8, Simplejson decoder can handle JSON strings coming in with any encoding. It also packages an extension written in C for lightning fast performance. Simplejson is written in python and has no external dependencies. Simplejson is fast, correct and extensible json encoder and decoder, and supports Python 3.3+ with backward compatibility to Python 2.5. Simplejson is another library in the wild which is highly popular and happens to be one of the most downloaded python library.
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In short, Requests is a good to have library for any web project, you can download requests here at – Requests Python Library 2. It offers loads of other features like digest authentication, elegant/value cookies, Unicode response bodies, streaming downloads, connection timeouts. by utilizing urllib3.Īutomatic content decoding is also provided to cut down the development efforts.
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Requests takes off the manual labor work and automates the task of adding query strings to URLs, form encoding of post data, multipart files, keep alive and Http connection pooling etc. This library is used in projects of Spotify, Microsoft, NPR, Heroku, Amazon, BuzzFeed, Reddit, Twitter, Mozzila, and the list is very long. With over 26K stars on GitHub and thousands of downloads every day, Requests ranks #1 in the list of most popular and useful libraries for Python development. and then look at more advanced libraries for machine learning, data science, GUI building and scientific computations. We will start off with general purpose libraries like Requests, Simplejson, SQLAlchemy, NumPy etc.
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You might like – Python IDE for Windows and Mac Our team of Python experts has gone through most of the libraries, packages, and modules and compiled here is the list of 20 best libraries for Python programmers. If you are into Python programming, it is good know about the most useful libraries available out there in the wild. Every python library enables one or more tasks to be done easily or without the need to write too much of code.
Since Python ecosystem is huge, there are countless Python libraries that simplify programming in Python. The applicability of Python is wide spread and it is used in education sector, scientific and numeric computing, big data and machine learning, web and internet development, graphics, GUI, games and much more. Python is a high-level programming language, simple to learn, object oriented, modular and emphasizes readability.
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