aiohttp: Asynchronous HTTP client and server library Tornado: Non blocking web server framework Python’s networking and database modules provide powerful tools for building modern web applications and services. From API development to database integration, these components form the backbone of many Pyth...
Theano is an open-source numerical computation library for Python that is designed for optimizing and efficiently evaluating mathematical expressions. It is primarily used for deep learning and machine learning tasks, and it is especially well-suited for training and running large neural networks. Thean...
Numpy is a critical Python library widely used for numerical computing. It provides support for large, multi-dimensional arrays and matrices, along with a vast collection of high-level mathematical functions to operate on these arrays. Numpy's performance is highly efficient due to its underlying ...
PyPattyrn - A simple yet effective library for implementing common design patterns. python-patterns - A collection of design patterns in Python. transitions - A lightweight, object-oriented finite state machine implementation.ASGI ServersASGI-compatible web servers.daphne...
TensorFlow is a popular open-source library for high-performance numerical computation developed by the Google Brain team at Google, and a mainstay in the field of deep learning research. As stated on the official website, TensorFlow is an end-to-end open-source platform for machine learning...
What is Numerical Computation: Python and NumPy Arrays Numerical computation is a critical aspect of scientific computing and data analysis, and NumPy works as a reliable Python library equipped with robust data structures (ndarray or n-dimensional array) to support the same. NumPy provides ...
of Python: standard mathematical functions in the mathematics library; operations on numerical arrays;...
In case you have been living under a rock for the past year, TensorFlow is a library for numerical computation using data flow graphs, which can run over GPU or CPU. We have quickly witnessed it become a trend in the Machine Learning community (especially Deep Learning, see our post on ...
TensorFlow’s most popular deep learning framework is an open-source software library for high-performance numerical computation. It is an iconic math library and is also used for Python in machine learning and deep learning algorithms. Tensorflow was developed by the researchers at the Google Brain...
But here’s the trick: libraries can and do offload the expensive calculations to the much more performant (but harder to use) C and C++. For instance, there’sNumPy, which is a library for numerical computation. It’s written in C, and it’sfast. Practically every library out there th...