Popular GitHub Repositories for Semantic Analysis

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 .

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

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

It is well-known that stock price movements are highly sensitive to different types of news, including global events such as outbreaks of epidemics or military conflicts, as well as what people post about specific companies on their social networks. Previous research has studied methods to predict stock price movements based on sentiment analysis of business news and social media posts of a particular company alongside its historical stock price data. In contrast, this project will also implement a new state of the art algorithm recently developed by the Google Research team called Universal Sentence Encoder, which is able to encode input text, implementing sentence level embeddings, into high dimensional vectors that will be used as predictors of future stock price movements. According to that, both the Sentient Analysis and the Uni

Doc2Vec and Annotated Lyrics: Are they "Genius"? (DSI Capstone II Project)

Music visualizer using audio and semantic analysis to explore BigGAN latent space.

?? Fast Topic Analysis is a tool for analyzing text against predefined topics using average weight embeddings and cosine similarity

Natural Language Processing using Python.

Alexa-based skill with a corresponding conversational model and a lot of AI in the background, such as Sentimental Analysis, Summarization, Topic detection, Paraphrasing and Humor classification. Use of different types of wrappers to extract the information such as Beautiful Soup and other useful functions such as translators and semantic search

A generative AI based smart information retrieval system featuring Hybrid Contextual Search,

Explorar Semánticamente Videos

quixel is an open source project for text content analysis semantically.

VISIONFLOW is an AI-powered tool that converts meeting recordings into structured documentation and visual logic flows. It combines Whisper for transcription, LLMs for semantic analysis, and ChromaDB for RAG-based content generation — all wrapped in a modular and streamlit-driven interface.

Efficient Delay Reason Extraction in Patient Appointments/Treatments Using BERT and Tensorflow. - Feb 2022 - Jun 2023

A demo from the blog post comparing MiniLM-based models using song lyrics and Milvus for vector similarity search—an approach that works for any text content.

This repository presents a semantic analysis algorithm that will allow you to build a correlation between the amount and type of news and a change in the stock price.