natsukium Tomoya Otabi

OpenTelemetry urllib3 instrumentation

WSGI Middleware for OpenTelemetry

AWS X-Ray Propagator for OpenTelemetry

OpenTelemetry Python Proto

OpenTelemetry Python SDK

OpenTelemetry Semantic Conventions

Test utilities for OpenTelemetry unit tests

Web util for OpenTelemetry

Accelerate training and inference of Transformers and Diffusers with easy to use hardware optimization tools

Hyperparameter optimization framework

Software for determining titration states, adding missing atoms, and assigning charges/radii to biomolecules

PDBFixer fixes problems in PDB files

Pdm-build-locked is a pdm plugin to publish locked dependencies as optional-dependencies

Pgvector support for Python

Predictor of the pKa values of ionizable groups in proteins and protein-ligand complexes based in the 3D structure

SIMD-based C library for fast partial order alignment using adaptive band

Parse YAML configuration with environment variables in Python

Framework for formal grammars

Python wrapper for Lance columnar format

ULID implementation for Python

Python wrapper for wavefront alignment using WFA2-lib

QUick and DIrty Domain Adaptation

Setuptools-changelog-shortener: add only newest changelog entries to long_description

Generate shell completions and man page when building a python package

Lexicon for Sudachi

Lexicon for Sudachi

Lexicon for Sudachi

Japanese morphological analyzer

Package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

Python utility library with a stdlib like feel and extra batteries. Paths, Progress, Dicts, Downloads, Caching, Hashing: ubelt makes it easy

One of the fastest and most widely used open-source docking engines

Pythonic wrapper for the Wikipedia API

Rewrite of Python's builtin doctest module (with pytest plugin integration) with AST instead of REGEX

Custom jupyter widgets made easy

Microsoft Azure Cognitive Search Client Library for Python

Working with molecular structures in pandas DataFrames

Clarifai gRPC API Client

Simplify interfacing with the Cohere API

Collection of utilities for doing lightweight data wrangling

State-of-the-art diffusion models for image and audio generation in PyTorch

Logging tool for deep learning

FreeSASA Python Module

Scrape and search localized results from Google, Bing, Baidu, Yahoo, Yandex, Ebay, Homedepot, youtube at scale using SerpApi.com

Semantic cache for LLMs and fully integrated with LangChain and llama_index

Modular graph-based Retrieval-Augmented Generation (RAG) system

Library of rust components to add additional capability to graspologic a python library for intelligently building networks and network embeddings, and for analyzing connected data

Guidance language for controlling large language models

Convert --help and --version to man page

Header-only C++/python library for fast approximate nearest neighbors

Authentication classes to be used with httpx

Consume Server-Sent Event (SSE) messages with HTTPX

Python package for handling IHM mmCIF and BinaryCIF files

Traitlets and widgets to efficiently data tables (e.g. Pandas DataFrame) using the jupyter notebook

Fast iterable JSON parser

Developer-friendly, serverless vector database for AI applications

Instrument your LLM app with decorators or low-level SDK and get detailed tracing/observability

Manifest for Prompting Foundation Models

Open library for the analysis of molecular dynamics trajectories

Python package for preparing small molecule for docking

Yet another version of PDBx/mmCIF Python implementation

Python implementation of the MMTF API, decoder and encoder

Python package for handling ModelCIF mmCIF and BinaryCIF files

Python client for the NLP Cloud API

OpenTelemetry Python API

OpenTelemetry Python Distro

OpenTelemetry Collector Exporters

OpenTelemetry Protobuf encoding

OpenTelemetry Collector Protobuf over gRPC Exporter

OpenTelemetry Collector Protobuf over HTTP Exporter

Prometheus Metric Exporter for OpenTelemetry

Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python

OpenTelemetry Instrumentation for aiohttp-client

ASGI instrumentation for OpenTelemetry

Botocore instrumentation for OpenTelemetry

Celery instrumentation for OpenTelemetry

OpenTelemetry Database API instrumentation

OpenTelemetry Instrumentation for Django

OpenTelemetry Instrumentation for fastapi

Flask Middleware for OpenTelemetry based on the WSGI middleware

OpenTelemetry Instrumentation for grpc

Allows tracing HTTP requests made by the httpx library

Logging instrumentation for OpenTelemetry

OpenTelemetry Psycopg Instrumentation

OpenTelemetry Psycopg Instrumentation

Redis instrumentation for OpenTelemetry

Requests instrumentation for OpenTelemetry

SQLAlchemy instrumentation for OpenTelemetry

OpenTelemetry SQLite3 instrumentation

OpenTelemetry System Metrics Instrumentation

Thread context propagation support for OpenTelemetry

OpenTelemetry urllib3 instrumentation

WSGI Middleware for OpenTelemetry

AWS X-Ray Propagator for OpenTelemetry

OpenTelemetry Python Proto

OpenTelemetry Python SDK

OpenTelemetry Semantic Conventions

Test utilities for OpenTelemetry unit tests

Web util for OpenTelemetry

Accelerate training and inference of Transformers and Diffusers with easy to use hardware optimization tools

Hyperparameter optimization framework