Easy-to-use and powerful LLM and SLM library with awesome model zoo.

中文情感分析库(Chinese Sentiment))可对文本进行情绪分析、正负情感分析。Text analysis, supporting multiple methods including word count, readability, document similarity, sentiment analysis, Word2Vec .

cntext is a Python library for social science text analysis, offering word frequency, sentiment, word embeddings, and semantic projection to measure constructs like attitudes and psychological states from Chinese text.

Open Source REST API for named entity extraction, named entity linking, named entity disambiguation, recommendation & reconciliation of entities like persons, organizations and places for (semi)automatic semantic tagging & analysis of documents by linked data knowledge graph like SKOS thesaurus, RDF ontology, database(s) or list(s) of names

Reduce logs to their semantic anomalies

[EMNLP 2021] LingFeat - A Comprehensive Linguistic Features Extraction ToolKit for Readability Assessment

GANalyzer: Analysis and Manipulation of GANs Latent Space for Controllable Face Synthesis

A python client for connecting to all the services provided by https://dandelion.eu

A powerful relational representation of source code

LL1 parser written in Python

Use GPT-3 to process human conversations and extract context, identify information that would be useful, and suggest data sources to get that information. Intended for a voice assistant.

Tool to extracts the text from a web article urls and get frequency words, entities recognition, automatic summary and more

Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Network复现

Turn stories, strategies, or systems into insight. Auto-generate Dialectical Wheels (DWs) from any text to reveal blind spots, surface polarities, and trace dynamic paths toward synthesis. DWs are semantic maps that expose tension, transformation, and coherence within a system—whether narrative, ethical, organizational, or technological.

[NCA] Official implementation of the paper Motion2Language, Unsupervised learning of synchronized semantic motion segmentation

A revolutionary code generation system that grows software from semantic autopoietic specifications using the LJPW Framework.

Logic-first AI code review via semi-formal execution tracing (Premises → Trace → Divergence → Trigger → Remedy). Catches behavioral bugs, type-contract breaches & async hazards that linters miss. Six skills · Claude Code · Codex CLI · Gemini CLI.

A web service that exposes semantic similarity search via a web GUI and a RESTful API.

The Universal Kernel for Semantic Reality Understanding

A Telegram bot developed in Python to detect and report the mood of messages posted on SpottedDMI.