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).
☆25Updated 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
- Writing Blog Posts with Generative Feedback Loops!☆50Updated last year
- Streamlit app for recommending eval functions using prompt diffs☆30Updated 2 years 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…☆31Updated 8 months ago
- Baker is an AI powered app that helps you find recipes and avoid food waste☆14Updated last year
- Training LLMs to reason and analyze data with notebooks☆59Updated 3 months ago
- A tutorial on DSPy and whether automated prompt engineering lives up to the hype☆24Updated last year
- AI_Powered_Dev_Search_Engine☆12Updated last year
- A Chainlit App Used to Showcase: Async, Caching, Additional Chainlit Methods, and more!☆11Updated last year
- DSPy program/pipeline inspector widget for Jupyter/VSCode Notebooks.☆43Updated last year
- ☆24Updated 2 years ago
- An introduction to DSPy☆32Updated 4 months ago
- Framework for building and maintaining self-updating prompts for LLMs☆65Updated last year
- Explore the use of DSPy for extracting features from PDFs 🔎☆49Updated last year
- 💙 Unstructured Data Connectors for Haystack 2.0☆17Updated 2 years ago
- ☆29Updated 2 years ago
- Encountering 14 different Naive RAG fails and using KG to solve it☆15Updated last month
- Exploration using DSPy to optimize modules to maximize performance on the OpenToM dataset☆23Updated last year
- Supervised instruction finetuning for LLM with HF trainer and Deepspeed☆36Updated 2 years ago
- Sample solution to automate tedious regulatory compliance processes using multi-agent systems☆22Updated 8 months ago
- Examples scripts that showcase how to use Private AI Text to de-identify, redact, hash, tokenize, mask and synthesize PII in text.☆85Updated 3 months ago
- Chrome Extension for exploring Hugging Face datasets 🔎☆48Updated last year
- ☆80Updated last year
- Leverage your LangChain trace data for fine tuning☆46Updated last year
- Adding NeMo Guardrails to a LlamaIndex RAG pipeline☆41Updated last year
- Curated list of awesome software and resources for Senzing, The First Real-Time AI for Entity Resolution.☆64Updated this week
- Dynamic Metadata based RAG Framework☆78Updated 3 weeks ago
- Knowledge Graph Generator app☆34Updated last year
- Multi-threaded matrix multiplication and cosine similarity calculations for dense and sparse matrices. Appropriate for calculating the K …☆86Updated last year
- Python package that adds IntelligentGraph capabilities to RDFLib RDF graph package☆55Updated last year