Subcategories
Packages
Provides type annotations and IDE autocomplete support for boto3's SecurityAgent service, enabling static type checking with mypy, pyright, and other tools.
blockdiag generates block-diagram images from a dot-like text specification format, supporting multilingual node labels and multiple output formats.
Provides type annotations and IDE autocomplete support for boto3's DevOpsAgentService, enabling static type checking with mypy, pyright, and editor tools.
Provides type annotations and IDE autocomplete support for the AWS Sustainability service via boto3, compatible with mypy, pyright, VSCode, PyCharm, and other tools.
Python bindings for reading, writing, and modifying AUTOSAR arxml files with full validation support and cross-reference handling.
Provides type annotations and IDE autocomplete support for the boto3 UserExperienceCustomization service, enabling static type checking with mypy, pyright, and other tools.
Install it if type safety and IDE features matter to your workflow; skip it only if you have no use for type hints or autocomplete.
Provides type annotations and IDE autocompletion for aiobotocore IdentityStore 3.9.0, enabling static type checking with mypy, pyright, and other tools.
Official Python client for Dgraph, a distributed graph database, providing gRPC-based access to query, mutate, and manage graph data with transaction support.
Install only if you have a Dgraph cluster available and your use case aligns with graph database patterns; it is not useful as a standalone library.
Provides Cling, an LLVM-based interactive C++ interpreter, packaged as a library backend for cppyy to enable Python code to call C++ directly.
However, the dormant maintenance status means security updates and compatibility fixes may lag; verify that the package works with your target Python and C++ versions…
Provides type stubs and IDE autocompletion for aiobotocore's LocationServiceRoutesV2 service, enabling static type checking in mypy, pyright, VSCode, PyCharm, and other tools.
Provides type annotations and IDE autocompletion support for boto3's MarketplaceDiscovery service, compatible with mypy, pyright, VSCode, PyCharm, and other type-checking tools.
Provides type annotations and IDE autocompletion support for boto3's Interconnect service, enabling static type checking with mypy, pyright, and other tools.
Provides a Python-packaged version of the EDAM ontology, a standardized vocabulary for bioinformatics operations, data types, and formats.
Solves reCAPTCHA challenges using AI-based image recognition, with support for direct API calls and integration with Playwright for browser automation.
However, success depends heavily on using an undetected browser engine (not included); standard Playwright will likely fail.
Provides Python bindings to Alibaba Cloud's ActionTrail service for querying and managing audit logs of cloud resource operations.
ODMantic is an async-first Object Document Mapper for MongoDB that lets you define database models using Python type hints and Pydantic validation, then query and persist them with a functional API.
Install it if you need an async MongoDB ODM with strong type safety and Pydantic integration.
Provides a debug manager interface for C++ Python extensions, allowing shared debugging utilities across multiple C++ projects via Python bindings.
However, it is only useful within the specific context of C++ extension development; it is not a general-purpose debugging tool for Python code.
Bundles the .NET Core 3.1 runtime as a Python wheel, enabling Python code to invoke .NET Core applications and libraries on Windows, macOS, and Linux.
nb-clean removes execution counts, metadata, and outputs from Jupyter notebooks to prepare them for version control, and can automatically clean notebooks via Git filters or pre-commit hooks.
Install it if you commit notebooks to Git.
Pipe enables shell-like infix syntax for chaining operations on iterables using the `|` operator, providing lazy-evaluated transformations like filtering, mapping, grouping, and slicing.
However, maintenance is aging (last release April 2024, no recent commits), so consider it for stable use cases rather than as a foundation for mission-critical…
Provides type stubs for the google-re2 package, enabling static type checking and IDE autocompletion for RE2 regular expression operations in Python.
Provides Python bindings to the Alibaba Cloud RDS (Relational Database Service) API, enabling programmatic management of RDS instances and operations through the Alibaba Cloud platform.
A decorator that caches function results to disk with pickle serialization and automatic expiration based on a configurable number of days.
However, the last update was in 2021—if you need active support, bug fixes, or compatibility with future Python versions, consider alternatives or be prepared to…
Gaussian Mixture Models for clustering and regression, providing expectation-maximization fitting, sampling, and conditional prediction on multivariate data.
hbutils is a collection of utility modules covering algorithms, data structures, file operations, logging, encoding, reflection, and testing tools for Python infrastructure development.
Provides type annotations and IDE autocomplete support for the AWS ResilienceHubV2 service via boto3, compatible with mypy, pyright, VSCode, PyCharm, and other development tools.
Provides type-aware JSON serialization and deserialization with runtime type validation, extending Python's built-in json module to work with typed collections, Decimal, Literal, Union, Optional, and TypedDict.
Provides type stubs for Pydub, enabling static type checking and IDE autocompletion when working with Pydub's audio processing library.
Provides type annotations and IDE autocomplete support for aiobotocore's SageMaker service, enabling type checking in mypy, pyright, VSCode, PyCharm, and other tools.
Install it if you use aiobotocore with SageMaker and want IDE autocomplete or static type checking.
Provides type stubs for pyinstaller, enabling type checkers like mypy and pyright to validate code that uses pyinstaller.
Generates changelogs automatically from git commit history using Jinja2 templates, with built-in support for multiple commit conventions and git hosting platforms.
Provides type stubs for joblib, enabling static type checkers to understand joblib's API and type signatures without runtime code.
SignalWire is a Python client library for connecting to SignalWire's Relay APIs, enabling developers to build communication services like voice, messaging, and video into their applications.
Install only if you have a SignalWire account or plan to use their Relay APIs; it is not a general-purpose communication library.
A Django development middleware that collects and displays HTTP requests, responses, SQL queries, headers, and settings for debugging REST APIs during local development.
However, maintenance is dormant (last release November 2023, last commit April 2024), so verify compatibility with your Django version before relying on it for new…
DocArray provides a Python data structure for representing, transmitting, storing, and retrieving multimodal data, with built-in support for tensors from NumPy, PyTorch, TensorFlow, and JAX.
Provides type annotations and IDE autocompletion support for aiobotocore Organizations 3.9.0, enabling static type checking in VSCode, PyCharm, mypy, pyright, and other tools.
Backports the pickle 5 protocol (PEP 574) and related pickle module improvements from Python 3.8.3 to earlier Python versions, allowing use of protocol 5 features on Python 3.5, 3.6, and 3.7.
Automates mouse and keyboard input on Windows using DirectInput scan codes and SendInput(), providing an alternative to PyAutoGUI that works in DirectX applications like video games.
However, the abandoned status (no releases since 2021, last commit 2023) means no bug fixes, security updates, or compatibility work—you are on your own if issues…
pyp lets you write Python expressions and scripts directly at the shell, automatically handling imports, magic variables for input lines, and intelligent output formatting without requiring explicit print statements.
Provides type annotations and IDE autocomplete support for the aiobotocore SageMakerRuntime 3.9.0 async AWS client library, compatible with mypy, pyright, VSCode, PyCharm, and other type-checking tools.