Subcategories
Packages
Provides type stubs and annotations for boto3's DirectConnect service, enabling IDE code completion and static type checking with mypy and pyright.
Provides type stubs and annotations for aiobotocore's EventBridge service, enabling IDE autocomplete, type checking with mypy and pyright, and static analysis for async AWS EventBridge operations.
Provides type annotations and IDE autocomplete for boto3 SecurityHub 1.43.66, enabling static type checking in mypy, pyright, VSCode, PyCharm, and other tools.
Install it if you use boto3 SecurityHub and want static type checking or IDE autocomplete; it integrates transparently with existing code.
Nilearn provides statistical and machine-learning tools for analyzing brain imaging data, supporting GLM-based analysis and multivariate statistics via scikit-learn integration.
Keras-NLP provides pretrained models and utilities for natural language processing tasks built on Keras 3, supporting multiple backends (JAX, TensorFlow, PyTorch, OpenVINO).
However, the Alpha development status means the API may change; verify that the specific models and tasks you need are available in version 0.31.0 before committing…
Provides type annotations and IDE autocompletion support for boto3's LicenseManager service, compatible with mypy, pyright, VSCode, PyCharm, and other type-aware tools.
Provides type annotations and IDE autocompletion for boto3's KinesisAnalytics service, enabling static type checking with mypy, pyright, and editor support.
Provides type annotations and IDE autocompletion for boto3's IoTWireless service, enabling static type checking with mypy, pyright, and other tools.
Provides type stubs and annotations for the AWS LocationServiceRoutesV2 service in boto3, enabling static type checking and IDE autocomplete for routing operations.
Provides type annotations and IDE autocompletion for boto3's ManagedGrafana service, enabling static type checking with mypy, pyright, and other tools.
Provides type annotations and IDE autocomplete support for the boto3 Pricing service, enabling static type checking with mypy, pyright, and compatible editors.
AILment provides the intermediate language (IL) representation used by the angr binary analysis framework to represent and manipulate program semantics across different CPU architectures.
Implements core operations for analyzing and designing feedback control systems, including state-space and frequency-domain representations, time and frequency response analysis, and control design methods.
Install it if you need to analyze or design linear feedback control systems.
Manipulates complex, non-rectangular data structures (jagged arrays, nested records, heterogeneous types, sparse or masked data) using Numpy-like vectorized operations instead of Python loops.
Provides type annotations and IDE autocomplete support for the boto3 Connect service, enabling static type checking with mypy, pyright, and other tools.
Implements Ethereum's bloom filter algorithm for efficient membership testing of byte strings, supporting add, check, merge, and serialization operations.
However, dormant maintenance (583 days since last release) means it is not actively developed; install only if you need the specific Ethereum bloom filter…
Provides timelock encryption for Bittensor commit-reveal weight commitments and general-purpose data using drand randomness, with Rust core and Python bindings.
However, the repository is archived and marked abandoned, meaning no active maintenance or bug fixes should be expected.
Provides type annotations and IDE autocomplete support for boto3's Kendra service, enabling static type checking with mypy, pyright, and other tools.
Extends scikit-learn with additional machine learning algorithms that don't meet scikit-learn's inclusion criteria, such as newer or less-cited methods.
However, the latest release was over a year ago—verify that the algorithms you need are stable and well-documented before adopting for critical production work.
Provides type annotations and IDE autocomplete support for the boto3 SSOOIDC service, enabling static type checking in VSCode, PyCharm, mypy, pyright, and other tools.
Provides type annotations and IDE autocompletion for boto3 WorkSpaces 1.43.64, enabling static type checking with mypy, pyright, and editor support in VSCode, PyCharm, Emacs, and Sublime Text.
Install it if you use boto3 WorkSpaces and want IDE autocomplete and static type checking.
Provides type annotations and IDE autocomplete support for boto3's EC2InstanceConnect service, enabling static type checking with mypy, pyright, and other tools.
Install it if you use boto3's EC2InstanceConnect service and want IDE autocomplete or static type checking—it requires only typing-extensions and integrates…
Py-EVM is a Python implementation of the Ethereum Virtual Machine that executes smart contract bytecode and processes transactions according to Ethereum protocol specifications.
No, not for new projects.
scikit-survival provides survival analysis models that handle censored data—where event times are only partially observed—built on top of scikit-learn's API and preprocessing tools.
Provides type annotations and IDE autocomplete support for the boto3 VerifiedPermissions AWS service, enabling static type checking with mypy, pyright, and other tools.
Adds physics-oriented methods to ROOT file classes, primarily TLorentzVectors and histograms, as a companion library to uproot 3.x for working with particle physics data.
Reads and writes ROOT files (the data format used in high-energy physics) using pure Python and NumPy, without requiring the C++ ROOT library.
pyxdia extracts program metadata and symbol information from PDB (Program Database) files, enabling analysis of compiled binaries across Windows, macOS, and Linux.
Provides type annotations and IDE autocomplete support for boto3's MarketplaceMetering service, enabling static type checking with mypy, pyright, and other tools.
DeepDiff recursively compares two Python objects—dictionaries, lists, strings, and other types—to identify all differences, and provides companion tools for searching within objects and hashing based on content.
Pulumi provider for Cloudflare that lets you define and manage Cloudflare resources programmatically in Python infrastructure-as-code projects.
Install it if you are using Pulumi and need to provision or manage Cloudflare infrastructure.
Provides type annotations and IDE autocompletion support for boto3's ServiceCatalog service, enabling static type checking with mypy, pyright, and other tools.
sail-sdk is a deprecated compatibility shim that installs the canonical sail package, maintaining backward compatibility for existing projects while redirecting to the actively maintained sail package.
Provides type annotations and IDE autocompletion for boto3's ManagedBlockchain service, enabling static type checking with mypy, pyright, and other tools.
Generates Markdown API documentation from Python packages using Griffe's static analysis, with support for multiple docstring styles and configurable output.
Install it if you need to generate Markdown API docs from Python packages; the command-line interface is simple and the configuration is minimal.
Provides type annotations and IDE autocomplete support for boto3's CodeStarconnections service, enabling static type checking with mypy, pyright, and other tools.
Determines the next execution times of a Quartz-syntax cron schedule without running a scheduler or task queue.
TensorFlow Probability provides probabilistic modeling, statistical inference, and Bayesian machine learning tools integrated with TensorFlow and JAX, including distributions, bijectors, inference algorithms, and probabilistic neural network layers.
Provides type annotations and IDE autocompletion support for aiobotocore's BedrockAgentCore 3.9.0 service, enabling static type checking with mypy, pyright, and other tools.
Synchronous Python client for Valkey and Redis OSS providing blocking operations for key-value storage, pub/sub messaging, and cluster or standalone connectivity.