Alternatives and similar repositories for eXplainableMachineLearning-2023:

Users that are interested in eXplainableMachineLearning-2023 are comparing it to the libraries listed below

• microsoft / augmented-interpretable-models
  Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.
  ☆38Updated 9 months ago
• rovle / gpt3-in-context-fitting
  Experiments on GPT-3's ability to fit numerical models in-context.
  ☆14Updated 2 years ago
• amit-sharma / chatgpt-causality-pairs
  Solving the causality pairs challenge (does A cause B) with ChatGPT
  ☆75Updated 7 months ago
• simsal0r / mixture-of-decision-trees
  Mixture of Decision Trees for Interpretable Machine Learning
  ☆11Updated 3 years ago
• csinva / iprompt
  Finding semantically meaningful and accurate prompts.
  ☆46Updated last year
• RewardReports / reward-reports
  Documentation for dynamic machine learning systems.
  ☆29Updated 4 months ago
• apartresearch / interpretability-starter
  🧠 Starter templates for doing interpretability research
  ☆64Updated last year
• microsoft / automated-explanations
  Generating and validating natural-language explanations.
  ☆46Updated last week
• YilunZhou / ExSum
  Code repository for the NAACL 2022 paper "ExSum: From Local Explanations to Model Understanding"
  ☆63Updated 2 years ago
• huggingface / disaggregators
  🤗 Disaggregators: Curated data labelers for in-depth analysis.
  ☆65Updated last year
• Mayo-Radiology-Informatics-Lab / conflare
  This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.
  ☆17Updated 9 months ago
• csinva / cookiecutter-ml-research
  A logical, reasonably standardized, but flexible project structure for conducting ml research 🍪
  ☆15Updated last month
• abacusai / xai-bench
  XAI-Bench is a library for benchmarking feature attribution explainability techniques
  ☆60Updated last year
• tml-tuebingen / nshap
  Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.
  ☆17Updated last year
• google-research-datasets / QAmeleon
  QAmeleon introduces synthetic multilingual QA data using PaLM, a 540B large language model. This dataset was generated by prompt tuning P…
  ☆34Updated last year
• stas00 / ml-ways
  ML/DL Math and Method notes
  ☆58Updated last year
• interpretml / LLM-Tabular-Memorization-Checker
  Testing Language Models for Memorization of Tabular Datasets.
  ☆33Updated this week
• facebookresearch / nbm-spam
  Training and evaluating NBM and SPAM for interpretable machine learning.
  ☆75Updated last year
• automl / amltk
  A build-it-yourself AutoML Framework
  ☆68Updated 2 months ago
• socialfoundations / folktexts
  Get classification risk scores on tabular tasks using LLMs
  ☆16Updated this week
• amazon-science / creating-and-correcting-novel-ml-model-errors
  ☆30Updated 3 years ago
• thiippal / MoodCat
  MoodCat😼 classifies the mood of English sentences.
  ☆14Updated 2 years ago
• automl / zero-shot-automl-with-pretrained-models
  Official repository for the paper "Zero-Shot AutoML with Pretrained Models"
  ☆43Updated last year
• bhaweshiitk / ConformalLLM
  Extending Conformal Prediction to LLMs
  ☆60Updated 6 months ago
• rgklab / StructuredNNs
  Structured Neural Networks
  ☆13Updated 7 months ago
• mateoespinosa / remix
  Rule Extraction Methods for Interactive eXplainability
  ☆42Updated 2 years ago
• LAION-AI / interesting-text-datasets
  ☆42Updated 2 years ago
• srush / text2table
  ☆31Updated last year
• MilaNLProc / language-invariant-properties
  ☆22Updated 2 years ago
• anebz / resources
  Curated list of resources for various topics, articles, tutorials, etc I've found useful.
  ☆19Updated 2 years ago