Subcategories
Packages
Kubeflow SDK provides Python APIs to submit and manage distributed AI training jobs, hyperparameter optimization, and ML pipelines on Kubernetes without requiring direct Kubernetes knowledge.
Install it if you need to programmatically submit AI workloads to Kubeflow; skip it if you have no Kubernetes infrastructure or prefer direct kubectl/YAML workflows.
Provides the Python 3.6 inspect module API on Python 2.7 and 3.2–3.5, allowing code written for newer Python versions to introspect functions, classes, and objects on older runtimes.
Manages Azure Desktop Virtualization resources (host pools, application groups, workspaces, scaling plans) via Python, providing a client library for Azure control-plane operations.
Install it if you need to manage Azure Virtual Desktop resources programmatically—it has low friction, permissive licensing, no known vulnerabilities, and…
Provides Python bindings for ROBOTIS Dynamixel actuator control via serial packet communication, enabling direct hardware control of Dynamixel motors and servos.
Parses Ruby Gemfiles, .gemspec files, and Cocoapod .podspec files from Python, extracting dependency information organized by group.
However, verify that it handles your target Ruby syntax versions and that dormancy (last release August 2024, last commit September 2024) does not signal abandonment…
ScanCode Toolkit detects licenses, copyrights, package metadata, and dependencies in source code and binary files, and outputs results in multiple formats including JSON, YAML, HTML, CycloneDX, and SPDX.
Install it if you need license detection, copyright extraction, or SBOM generation; the 50 runtime dependencies are standard utilities and the command-line interface…
Parses, classifies, and manipulates Python import statements as structured objects, enabling programmatic refactoring of imports in code.
Gitman manages nested Git repositories as dependencies, offering a Git-based alternative to submodules with support for version pinning, sparse checkouts, and post-install scripts.
Provides Python bindings to interact with SPI devices on Linux systems through the spidev kernel driver, allowing user-space programs to read from and write to SPI hardware.
Provides Python bindings to Alibaba Cloud's Threat Detection service API, enabling programmatic access to security scanning and threat analysis features.
However, it is only useful if you have an Alibaba Cloud account and a genuine need for this specific API—it is not a general-purpose threat detection library.
Provides PEP 484 type stubs for Home Assistant Core, enabling static type checking of Home Assistant custom components and AppDaemon apps against strictly typed core and component modules.
TensorFlow Lite runtime enables on-device machine learning inference on mobile and embedded devices with low latency and minimal binary size.
However, the dormant maintenance status means no recent updates or security patches; verify compatibility with your target model format and hardware before committing…
Provides type annotations and IDE autocompletion support for boto3's S3Files service, enabling static type checking with mypy, pyright, and compatible editors.
Provides REST API endpoints for user authentication and registration in Django applications, integrating with Django REST Framework.
Provides type stubs for antlr4-python3-runtime, enabling static type checkers to validate code that uses ANTLR4 parser generation.
A decorator that makes object-mutating functions pure by automatically shallow-copying the target argument, allowing you to write mutation-style code that doesn't modify the original object.
Builds typed command-line interfaces by combining argparse with pydantic models, enabling automatic validation and nested command hierarchies from Python type hints.
However, the 581-day dormancy means you should verify compatibility with your target pydantic version and Python release before committing to a production tool;…
Provides type-annotated stand-in classes for boto3 AWS service clients, resources, paginators, and waiters to enable IDE code completion and type inference.
However, be aware the project is abandoned (last update 2019) and will not track boto3 API changes.
Provides core interpreter functionality for Pyodide, enabling Python to run in WebAssembly environments. This package is essential for Pyodide's runtime and can be installed in native Python for type checking or testing.
Yes, but with strong conditions: install only if you are actively developing for Pyodide or building Python applications to run in WebAssembly via Pyodide.
u8darts is a deprecated compatibility shim that redirects to the darts package for time series forecasting and anomaly detection.
MNE-BIDS reads and writes neuroimaging datasets in BIDS format, enabling standardized organization and analysis of MEG, EEG, and iEEG data with MNE-Python.
Provides a batteries-included logging setup combining Python's standard logging module with structlog to deliver both human-friendly console output and structured JSON logs for production environments.
However, exercise caution: the package is extremely new (first release 2026-03-04), has zero repository stars, and its license status is unclear.
Serializes Aliyun Log data structures to protobuf bytes using Rust-backed performance optimization, supporting standard text, binary, and nanosecond-precision timestamp fields.
Transforms byte sequences into Python objects and back using extensible format specifiers, similar to the standard library struct module but with a larger set of built-in formats.
An event emitter library that lets you register handlers for named events, emit those events with arguments, and optionally match events using wildcards and namespace patterns.
Install it if you need publish-subscribe or event-driven communication in your application.
Provides Python bindings to interact with the Domino Data Lab platform APIs, enabling programmatic access to projects, runs, and administrative features from within Domino workbooks or external scripts.
Provides Python bindings to Alibaba Cloud's Virtual Private Cloud API (20160428), enabling programmatic management of VPC resources on Alibaba Cloud infrastructure.
Provides a gateway client for Alibaba Cloud's Simple Log Service (SLS) API, handling request routing and credential management for SLS operations.
However, this is a low-level transport library; verify that you are not looking for a higher-level Alibaba Cloud SDK that may wrap this functionality more conveniently.
Provides auto-generated gRPC Python interface files for the Ansys EDB service, enabling programmatic communication with Ansys Edb via gRPC.
Provides Python protobuf bindings for the Substrait specification, enabling serialization and deserialization of Substrait algebra, plan, and type definitions.
Provides additional iterator utilities and helper functions that extend Python's standard itertools module, built on more_itertools and inflect.
However, install only if you have a concrete use case—the package's narrow scope and lack of public documentation mean it's not a general-purpose utility library.
Attaches a unique request ID to each Django HTTP request and integrates it into Python logging, enabling request tracing across server and application logs.
ArrayKit provides C-extension implementations of array creation and transformation utilities optimized for NumPy, primarily used internally by StaticFrame for performance-critical operations.
However, if you are not using StaticFrame and do not need its specialized functions (TriMap, factorize, group_reduce, etc.), standard NumPy may be sufficient.
Provides utility functions for Alibaba Cloud SLS (Simple Log Service) gateway operations, handling serialization and compression for log data transmission.
However, it is in Beta status and appears to be a specialized utility—install only if you have a concrete need for SLS gateway operations.
Calculates CRC hashes of arbitrary bit widths (up to 64 bits) with support for incremental updates and combining partial CRCs, using either pre-built models or custom parameters.
fparser parses Fortran source code (Fortran 77 through 2008) into an abstract syntax tree, enabling programmatic analysis and manipulation of Fortran programs.
Emits telemetry data from Python UDFs, UDTFs, and Stored Procedures running in Snowflake, using the OpenTelemetry API and SDK.
Install only if you're already using Snowflake's Python compute—it has no value outside that context.
Serena is an MCP server that provides semantic code retrieval, editing, and refactoring tools for AI coding agents, operating at the symbol level across over 40 programming languages via language servers or JetBrains IDE integration.
GritQL is a Python binding for a declarative query language that searches and modifies source code across multiple programming languages using pattern matching.
However, be aware that no active maintenance means you will not receive updates, bug fixes, or support for new language versions.
Programmatically retrieve and inspect the software licenses of Python packages installed in your environment, returning structured package metadata including license information.