pgmpy is a Python toolkit for causal and probabilistic reasoning using graphical models. It implements data structures for models such as DAGs, PDAGs, MAGs, PAGs, Bayesian Networks, Dynamic Bayesian Networks and Structural Equation Models, with algorithms for tasks including causal discovery, causal identification, inference, model validation, parameter estimation and simulations. Algorithms follow a unified composable API and are scikit-learn compatible when possible. It is available on PyPI and conda.
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Piano Trainer is a GitHub repository or organization with source code, releases, documentation, or project resources.
Piano Trainer is a GitHub repository or organization with source code, releases, documentation, or project resources.
Pica Sim is a GitHub repository or organization with source code, releases, documentation, or project resources.
Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone.
pkuseg is a Python toolkit for multi-domain Chinese word segmentation, based on a 2019 paper. It provides pretrained models for news, web, medicine, tourism, and mixed domains, and supports user-trained models and part-of-speech tagging. It is distributed under the MIT license.
Flappy is an SDK for building applications and agents that use large language models, organized as a monorepo with libraries in several programming languages. The repository was archived by its owner on Jun 13, 2024, and the project was described at the time as still under development.
Plexiglass is a GitHub-hosted toolkit for detecting and protecting against vulnerabilities in large language models (LLMs). The repository includes quickstart guides, installation instructions, operation mode details, and feature request resources.
Plover is a GitHub repository or organization with source code, releases, documentation, or project resources.
Use AutoML to do model compression.
Multilingual text (NLP) processing toolkit.
A high-speed inference engine for deploying LLMs locally.
Ask questions to your documents without an internet connection, using the power of LLMs.
Product Manager Skills is an open-source resource hosted on GitHub, created for use with AI coding tools including Claude Code, Codex, Cursor, and Windsurf. It provides support for product management tasks such as diagnosing SaaS metrics, critiquing product requirement documents, planning product roadmaps, running discovery work, and coaching product managers through career transitions.
Professional Programming is a GitHub repository or organization with source code, releases, documentation, or project resources.
PromethAI is an open-source backend framework that provides AI agents to assist users with decision-making, setting personalized goals, and executing those goals. The project's development work has been transitioned to a new product named cognee.
Open-source tool to simplify the process of creating and managing LLM workflows and prompts as a self-hosted solution.
PromptPapers is a public GitHub repository that curates a list of must-read academic papers on prompt-based tuning for pre-trained language models. The list is primarily maintained by Ning Ding and Shengding Hu, and the repository also references the associated open-source prompt-learning toolkit OpenPrompt. It organizes papers into categorized sections and accepts community pull requests to update paper information.
A general-purpose network embedding framework: pair-wise representations optimization Network Edit.
PT-BR is a GitHub repository or organization with source code, releases, documentation, or project resources.
PT-BR is a GitHub repository or organization with source code, releases, documentation, or project resources.
PyGlossary is a tool for converting dictionary files, also known as glossaries. Its primary purpose is to enable use of offline glossaries in any open source dictionary on any operating system or device. It supports numerous formats, including StarDict, Dictd, Babylon BGL, Kobo, and others. The project provides interfaces such as GTK, Tkinter, command line, Android Termux, and web. It is licensed under GPL-3.0.
PyNLPl, pronounced "pineapple", is a Python library for natural language processing. It includes modules for common and less common NLP tasks, such as n-gram and frequency list extraction, simple language model building, parsers for common NLP file formats including FoLiA, Giza, Moses, ARPA, Timbl and CQL, clients for NLP-specific servers, and extensive tools for working with FoLiA XML linguistic annotation.
PyOD is an open-source Python library hosted on GitHub for anomaly detection across tabular, time series, graph, text, image and audio data. It includes over 60 anomaly detectors, an ADEngine orchestration tool, and supports agentic workflows for use with AI agents.