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...
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...
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 ...
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 ...
(CausalLMOutputWithPast,# Output type for causal language modelingBaseModelOutputWithPast# Base model output type with cached key/values)fromtransformers.activationsimportACT2FN# Activation functions used in transformer models# Tokenizers from Hugging Face's `tokenizers` library (fast tokenizer library)...
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...
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...
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...
At present Python SciPy library supports integration, gradient optimization, special functions, ordinary differential equation solvers, parallel programming tools and many more; in other words, we can say that if something is there in general textbook of numerical computation, there are high chances you...
“TensorFlowis an open source software library for numerical computation using data flow graphs. The graph nodes represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) that flow between them. This flexible architecture enables you to deploy computation...