Packages
Queries and fetches experiment metadata, runs, and attributes from Neptune ML tracking projects as pandas DataFrames, with filtering support.
Read-only API for querying experiment metadata, runs, metrics, and attributes with filtering and export to pandas DataFrames.
However, no bug fixes or compatibility updates are forthcoming—install only if your use case is stable and unlikely to require updates, or if you can manage potential…
Neptune-scale is a Python client library for logging and monitoring experiment metadata—metrics, configurations, files, and histograms—during model training, with integration to the Neptune web platform for visualization and analysis.
However, the aging maintenance status (261 days since last release) suggests you should verify that updates and support align with your project timeline before…
Patches asyncio to allow nested event loops, enabling asyncio.run() and loop.run_until_complete() to work in environments where an event loop is already running.
However, the abandoned status means no future updates—verify compatibility with your Python version and monitor for asyncio changes in future releases.
Patches asyncio to allow nested event loops, enabling `asyncio.run()` and `loop.run_until_complete()` to work when an event loop is already running.
Provides functions to search, update, delete, and analyze keys and values across deeply nested dictionaries and lists, typically from parsed JSON, YAML, or XML documents.
NestedText is a human-friendly file format for structured data that uses only strings, requiring no quoting or escaping, and provides a Python parser and serializer for reading and writing such files.
Represents and manipulates IPv4, IPv6, MAC addresses and related network objects; supports CIDR notation, subnetting, set operations, IANA lookups, and DNS reverse generation.
A Python REST API client library for NetApp ONTAP systems that handles connection management, asynchronous request processing, and exception handling to automate ONTAP deployments.
Install it if you need to automate NetApp ONTAP operations from Python.
netcdf4 provides a Python interface to read, write, and manipulate netCDF version 4 files through bindings to the netCDF C library.
A NETCONF client library for Python that enables SSH and TLS communication with NETCONF servers to retrieve and edit device configurations using XML-based protocol messages.
A command-line and interactive console tool for sending NETCONF RPC operations to NETCONF servers, built on ncclient and paramiko.
Install only if you are comfortable maintaining a frozen dependency or if your use case is simple enough that future breakage is unlikely.
A thin-client metrics library that sends application metrics to Netflix Atlas and SpectatorD for timeseries monitoring and analysis.
However, it is only useful if you have a compatible metrics backend; it is not a general-purpose metrics library for other backends (Prometheus, CloudWatch, etc.).
Provides portable access to network interface information (addresses, gateways, hardware details) across Linux, macOS, Windows, and other Unix-like systems from Python.
No—not recommended for new projects.
Retrieves network interface information (addresses, gateways, MAC addresses) across Windows, macOS, and Linux in a portable way without platform-specific code.
However, consider the aging maintenance status (286 days since last release) and the maintainer's own recommendation of ifaddr for new projects.
Retrieves network interface information (addresses, gateways, interface names) across Linux, macOS, and Windows with type annotations and a modernized API.
Netmiko simplifies SSH connections to network devices across multiple vendors, automating CLI command execution and configuration changes while abstracting away low-level state management.
Install it if you need to automate CLI-based network device management.
Netron is a viewer for neural network and machine learning models that supports ONNX, TensorFlow Lite, PyTorch, TensorFlow, Core ML, OpenVINO, Keras, Caffe, Darknet, Safetensors, NumPy, and several other formats.
Install it if you work with neural networks or machine learning models in any of the supported formats.
Async client for NetSuite's SuiteTalk SOAP, REST Web Services, and Restlets APIs, enabling programmatic integration with NetSuite ERP systems.
However, the 893-day release gap combined with aging maintenance status suggests caution: verify that it supports your NetSuite API version and monitor the repository…
A Python SDK that wraps NetSuite's SOAP web service (SuiteTalk) using the zeep library, providing token-based authentication and simplified access to NetSuite resources like accounts, vendors, employees, and financial records.
Install it if you need to integrate NetSuite data into a Python application or automate NetSuite operations.
Fetches and parses air quality data from Nettigo Air Monitor devices and compatible Sensor.Community firmware over HTTP, handling connection, authentication, and retry logic.
Install it if you own or have access to a Nettigo Air Monitor or Sensor.Community device and need to fetch its data programmatically in an async Python application.
Netutils provides a collection of utility functions for common network automation tasks, such as converting BGP ASN formats, normalizing interface names, and password encryption.
Install it if you're building network automation tools or scripts that need reliable utility functions for common tasks.
NetworkX provides data structures and algorithms for creating, analyzing, and manipulating graphs and networks, supporting everything from simple undirected graphs to complex directed and weighted networks.
NeuralFoil predicts airfoil aerodynamic coefficients (lift, drag, moment) and boundary layer properties using physics-informed neural networks trained on millions of XFoil simulations, running in pure Python+NumPy.
NeuralForecast provides a collection of neural network models for time series forecasting, including RNNs, LSTMs, Transformers, and specialized architectures like NBEATS and NHITS, with sklearn-like fit/predict syntax.
NeuralProphet is a PyTorch-based framework for interpretable time series forecasting that combines neural networks with traditional algorithms, designed for iterative model building and human-in-the-loop refinement.
However, be aware that the last release was over 784 days ago and the project is in beta—if you require active bug fixes or compatibility guarantees with the latest…
NeuroKit2 processes physiological signals (ECG, RSP, EDA, EMG, PPG, EOG) with high-level functions that handle filtering, peak detection, and feature extraction in minimal code.
Neutron-lib provides shared routines, utilities, and common abstractions for OpenStack Neutron networking projects, reducing code duplication across the Neutron ecosystem.
Python client library for the NeverBounce email verification API v4, enabling single email checks, bulk job management, and account queries.
Nevergrad is a gradient-free optimization library that finds optimal parameter values for functions without requiring derivatives, supporting continuous, discrete, and mixed variable spaces.
Install it if you're doing hyperparameter tuning, black-box optimization, or algorithm configuration without access to gradients.
Instruments Python web applications to collect performance metrics, traces, and errors for real-time monitoring and analysis through New Relic's APM platform.
A Python client for interacting with New Relic's API v2, providing a pythonic interface to query and manage New Relic resources.
Sends custom metrics, events, logs, and distributed traces to New Relic for monitoring and observability without requiring a full agent installation.
A Python client library that wraps the News API, providing methods to query top headlines, search articles, and list news sources via simple function calls.
However, if you require ongoing support or bug fixes, consider checking whether a more recently maintained wrapper exists.
Newspaper3k downloads and extracts article text, metadata, images, and keywords from web pages and news sites, with support for multiple languages and multi-threaded processing.
Install it if you're building a news aggregator, content pipeline, or article analysis tool; skip it if you only need simple HTML parsing without article-specific…
Extracts article text, metadata, and images from web pages and news sources, with support for multiple languages and automatic summarization.
The main gotcha is that bulk scraping can be slow and may trigger IP blocks on news sites; start with small batches and respect robots.txt.
Newton is a GPU-accelerated physics simulation engine built on NVIDIA Warp and MuJoCo Warp, designed for robotics and simulation research with support for rigid bodies, soft bodies, cloth, cables, and differentiable simulation.
Provides GPU-accelerated actuator implementations (PD, PID, DC motor, neural network) that compute forces and torques for physics simulations by reading simulation state and writing control outputs.
Registers OpenUSD schema extensions for the Newton physics engine, allowing USD layers to configure Newton-compatible robots, props, and environments without requiring the Newton runtime itself.
However, note that it is in v0.x experimental status—breaking schema changes are possible in future releases, though the maintainers commit to providing migration paths.
Provides libraries for processing large data sets on AWS with Pandas.