A library to parallelize pandas operations on all available CPUs with minimal code changes

A Python wrapper for PaDEL-Descriptor software that enables molecular descriptor and fingerprint calculation from SMILES, MDL, and SDF inputs

A Python interface to the OpenStreetMap Overpass API for querying geographical data

A purl aka. Package URL parser and builder

Cross-platform cryptographic library providing TLS sockets, asymmetric/symmetric encryption, and key operations using OS-native crypto libraries

Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy

A Python library and command-line interface for interacting with the Open Science Framework

Python wrapper for the OSM API

A fast JSON library for Python with extensive serialization options

Python interface to Oracle Database with thin and thick connectivity modes

A gradient processing and optimization library in JAX

Bluesky hardware abstraction library with EPICS control system integration for scientific instrument automation.

OpenTelemetry Jaeger Propagator for seamlessly integrating OpenTelemetry tracing with Jaeger's uber-trace-id format

AWS SDK extension for OpenTelemetry providing X-Ray ID generation and AWS resource detection

OpenTelemetry B3 Propagator for distributed tracing context propagation using B3 headers

OpenTelemetry instrumentation for Qdrant vector database client library, enabling automatic tracing and observability

OpenTelemetry instrumentation for the OpenAI Python library, enabling automatic tracing and observability for OpenAI API calls

OpenTelemetry instrumentation for Mistral AI client library enabling automatic tracing and observability

OpenTelemetry instrumentation for Google Generative AI Python library providing automatic tracing and monitoring of AI model interactions

OpenTelemetry instrumentation for Cohere Python library, enabling automatic tracing and monitoring of AI API calls