DataResponsibly / MirrorDataGeneratorLinks
MirrorDataGenerator is a python tool that generates synthetic data based on user-specified causal relations among features in the data. It focuses on how features relate with demographic attributes (e.g. gender, race, disability status, etc), which are considered as sensitive information for certain domains (e.g. employment, housing, etc).
☆24Updated 3 years ago
Alternatives and similar repositories for MirrorDataGenerator
Users that are interested in MirrorDataGenerator are comparing it to the libraries listed below
Sorting:
- TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph☆25Updated last year
- Examples scripts that showcase how to use Private AI Text to de-identify, redact, hash, tokenize, mask and synthesize PII in text.☆83Updated 4 months ago
- Entity resolution, also known as Data Matching or Record linkage is the task of finding a data set that refer to the same or similar real…☆29Updated 5 months ago
- Baker is an AI powered app that helps you find recipes and avoid food waste☆14Updated 8 months ago
- ☆24Updated 2 years ago
- Generating Realistic Synthetic Data☆41Updated last year
- 📚 Build knowledge bases for RAG☆27Updated 2 months ago
- Curated list of awesome software and resources for Senzing, The First Real-Time AI for Entity Resolution.☆62Updated this week
- Training LLMs to reason and analyze data with notebooks☆18Updated this week
- Retrieval Augmented Generation applications☆26Updated last year
- Tools for interactive visual exploration of semantic embeddings.☆38Updated last year
- Writing Blog Posts with Generative Feedback Loops!☆50Updated last year
- Streamlit app for recommending eval functions using prompt diffs☆29Updated last year
- Solve Geometric & Graph Problems with Large Language Models☆33Updated 2 years ago
- Python package that adds IntelligentGraph capabilities to RDFLib RDF graph package☆55Updated last year
- ☆29Updated 2 years ago
- Use sync mode Playwright interactively, inside a Jupyter notebook☆15Updated 5 months ago
- Framework for building and maintaining self-updating prompts for LLMs☆64Updated last year
- Knowledge Graph Generator app☆33Updated last year
- Exploration using DSPy to optimize modules to maximize performance on the OpenToM dataset☆18Updated last year
- Causal Agent based on Large Language Model☆51Updated last week
- An introduction to DSPy☆31Updated 2 weeks ago
- ☆45Updated last year
- A tutorial on DSPy and whether automated prompt engineering lives up to the hype☆24Updated last year
- Blazing fast fuzzy text search for Python.☆47Updated 4 months ago
- python jupyter notebook tutorials☆13Updated 7 months ago
- Adding NeMo Guardrails to a LlamaIndex RAG pipeline☆38Updated last year
- Python package for extractive NLP using the OpenAI API☆17Updated last year
- Compound AI toolchain for fast and accurate entity matching, powered by LLMs.☆24Updated 5 months ago
- Example Code to Supplement the Label Studio Blog☆28Updated last week