Packages
Converts English text to phoneme sequences using dictionary lookup, part-of-speech disambiguation, and neural prediction for out-of-vocabulary words.
g2pkk converts Korean text to phonetic representation (grapheme-to-phoneme) with cross-platform support, using platform-specific morpheme analyzers to work reliably on Windows and Unix-like systems.
Aggregates multiple LLM and media-generation providers into a unified Python client and REST API, offering multi-provider access to language models, image generation, and local inference backends.
However, verify the license terms before production use, understand that underlying providers may change or restrict access, and test provider stability for your use…
Provides command-line scripts to automate Galaxy release workflows, including changelog generation, pull request tracking, and package building.
However, verify that the CLI interface and GitHub-centric workflow fit your use case, and clarify AFL license compatibility before adopting in a commercial context.
A command-line tool that downloads image galleries and collections from multiple image hosting sites by parsing URLs and extracting media with configurable naming and filtering.
Galois extends NumPy arrays to perform arithmetic operations over finite fields (Galois fields), enabling efficient computation in GF(p^m) with a NumPy-compatible interface.
The non-constant-time implementation is explicitly documented as unsuitable for production security but appropriate for research and education, so install only if…
A collection of machine learning and visualization utilities including API development tools, data simulation, expression building, model fitting helpers, parallelization via joblib, and a lightweight MVC framework for rendering visualizations in multiple formats.
Applies banks of gammatone filters to audio signals to produce perceptually-motivated spectrograms that model how the human ear perceives sound, using numpy and scipy.
However, verify the unclear license before use in proprietary work, and do not expect bug fixes or maintenance.
Garak is a command-line tool that probes large language models for security vulnerabilities, testing for hallucination, data leakage, prompt injection, misinformation, toxicity, jailbreaks, and other failure modes.
However, the unclear license status requires verification before use in commercial or restricted contexts.
Controls Gardena Bluetooth-enabled watering computers by communicating with their Bluetooth services and characteristics, with built-in device scanning and data parsing.
The main gotcha is the single-connection limit on the devices themselves, not the package.
Decodes Garmin FIT (Flexible and Interoperable Data Transfer) binary files into structured Python objects, with options to apply scaling, convert timestamps, and expand subfields according to the FIT Profile specification.
However, verify the license terms at the repository first, as the package metadata does not declare one; this is a blocker for proprietary or GPL-sensitive projects.
Python wrapper for the Garmin Connect API that provides programmatic access to health metrics, activity data, device information, and fitness tracking from Garmin Connect accounts.
Garth provides Python access to Garmin Connect data via OAuth authentication, but is no longer maintained and will not work with new logins after Garmin changed their auth flow.
Wraps the Google Assistant API to send text queries and receive responses via gRPC, handling authentication and session management.
Provides a unified Abstract Syntax Tree representation that works across Python 2 and Python 3 versions, converting between the standard ast module's version-specific trees and a normalized GAST format.
Install it if you're building tools that parse or analyze Python code across multiple versions and need to avoid version-specific AST branching logic.
An asyncio library for reading and syncing Google Calendar events to local storage, with simplified API access and support for recurring event expansion.
Identifies the language of input text using a neural network model, returning BCP-47-style language codes for many languages and scripts.
Provides Python client libraries for Google Cloud Platform services including Datastore, Storage, Pub/Sub, BigQuery, Resource Manager, and Stackdriver Logging.
Provides asyncio-compatible and threadsafe Python clients for Google Cloud authentication, supporting multiple credential types including service accounts, user credentials, GCE metadata, impersonation, and workload identity federation.
Provides an asyncio-based Python client for Google Cloud BigQuery with thread-safe operation, enabling non-blocking queries and data operations against BigQuery datasets.
Asyncio and threadsafe Python client for Google Cloud Datastore that provides async and synchronous access patterns.
Install it if you need asyncio-compatible Google Cloud Datastore access.
Asyncio and threadsafe Python client for Google Cloud Pub/Sub, supporting both async and synchronous patterns for publishing and subscribing to cloud messaging topics.
Install it if you are building on GCP and prefer async patterns or need an alternative to the official client library.
Provides an asyncio-based Python client for Google Cloud Storage with support for threadsafe operations, enabling non-blocking read/write access to GCS buckets and objects.
Install it if you need async or threadsafe access to Google Cloud Storage in Python 3.10+; otherwise, use the synchronous gcloud-rest-storage variant if you don't…
Asyncio and threadsafe Python client library for interacting with Google Cloud Task Queue, supporting both async and synchronous patterns.
Install it if you need to interact with Google Cloud Task Queue from Python and prefer a dedicated client library over raw API calls.
Provides Python client libraries for Google Cloud authentication, supporting service accounts, user credentials, GCE metadata, impersonated accounts, and workload identity federation via asyncio or threadsafe interfaces.
Provides an asyncio or threadsafe Python client for interacting with Google Cloud BigQuery, supporting modern Python versions.
Provides an asyncio-compatible or threadsafe Python client for Google Cloud Datastore, enabling applications to read, write, and query data in Datastore from Python code.
Asyncio and threadsafe Python client for Google Cloud Task Queue, enabling asynchronous task management and scheduling in Google Cloud.
Gcovr processes GCC code coverage data and generates human-readable or machine-parseable coverage reports in multiple formats including HTML, JSON, CSV, XML (Cobertura, Clover, JaCoCo, LCOV, SonarQube), Markdown, and Coveralls.
Install it if you need to measure or report code coverage for GCC-compiled C/C++ projects, especially in CI/CD contexts where structured output formats are required.
Provides a local emulator for Google Cloud Storage that intercepts API calls during development and testing, allowing you to work offline without connecting to production GCS.
However, verify that the limited API subset it supports covers your use case—this is explicitly an Alpha tool, not a complete GCS replacement.
Provides OAuth 2.0 authentication for Google Cloud Storage access through the Boto library, with automatic token caching and support for both user and service accounts.
No—not for new projects.
Provides a file-system-like interface to Google Cloud Storage, allowing you to read, write, and list objects in GCS buckets as if they were local directories.
Install it if you work with GCS and want to avoid learning GCS-specific APIs; the permissive license and stable dependency chain make it a safe choice.
GDAL provides Python bindings to read, write, and manipulate geospatial raster and vector data through a C++ abstraction layer.
Install it if you need to work with raster or vector geospatial data.
Gdbmongo provides GDB pretty printers and commands for inspecting MongoDB Server internals in live processes and core dumps, with support for multiple MongoDB versions.
Downloads files and folders from Google Drive, bypassing confirmation pages that block curl and wget, and exports Google Docs/Sheets/Slides to standard formats.
Install it if you regularly need to download from Google Drive or want a curl/wget alternative.
Provides a fsspec-compatible filesystem interface for Google Drive, allowing you to read, write, and browse files on Google Drive using standard filesystem operations.
Not recommended for production systems requiring guaranteed stability—wait for a stable release or use the official Google Drive API directly if production…
GDSFactory generates CAD files (GDS, OASIS, STL, GERBER) from Python code for designing photonic chips, analog circuits, quantum devices, MEMS, PCBs, and 3D-printable objects.
GDSFactory+ extends the GDSFactory library with foundry PDKs, simulation capabilities, and verification tools including DRC and LVS for electronic design automation and photonics workflows.
However, clarify the proprietary license terms with the vendor before production use, and confirm Python 3.12 compatibility with your environment.
Gdstk is a Python module for creating and manipulating GDSII and OASIS files, with support for boolean operations, polygon offsetting, and point-in-polygon queries for CAD layout design.
GDScript parser, linter, formatter, and code metrics calculator providing static analysis and code quality tools for Godot's GDScript language.
Install it if you work with GDScript and want automated code quality checks.