CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox
☆47Jul 17, 2026Updated 3 months ago
Alternatives and similar repositories for ceml
Users that are interested in ceml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"☆32Mar 24, 2023Updated 3 years ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,533Jul 13, 2025Updated last year
- ☆11Oct 22, 2020Updated 6 years ago
- Model Agnostic Counterfactual Explanations☆91Sep 30, 2022Updated 4 years ago
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆37Dec 27, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- python tools to check recourse in linear classification☆77Jan 8, 2021Updated 5 years ago
- Official repository for "Latent Diffusion Counterfactual Explanations"☆12Dec 20, 2023Updated 2 years ago
- A simple Python wrapper to print color messages in the terminal☆13Sep 12, 2026Updated last month
- EO-VAE Towards a Multisensor Tokenizer of Earth Observation Data☆11Mar 25, 2026Updated 7 months ago
- Fast and incremental explanations for online machine learning models. Works best with the river framework.☆56Dec 26, 2024Updated last year
- Python library for modern thread / multiprocessing pooling and task processing via asyncio☆16Feb 2, 2021Updated 5 years ago
- Explaining Image Classifiers by Counterfactual Generation☆27Apr 23, 2022Updated 4 years ago
- A simple librairy to build a vrt from multiple raster source relying only on rasterio☆15Jul 29, 2026Updated 3 months ago
- ☆11Feb 8, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Dataset and code for the CLEVR-XAI dataset.☆35Oct 3, 2023Updated 3 years ago
- OpenXAI : Towards a Transparent Evaluation of Model Explanations☆261Aug 17, 2024Updated 2 years ago
- code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"☆54Mar 25, 2022Updated 4 years ago
- Extends scikit-learn with new models, transformers, metrics, plotting.☆73Jan 18, 2026Updated 9 months ago
- ☆15Jun 18, 2023Updated 3 years ago
- Towards Robust Interpretability with Self-Explaining Neural Networks, Alvarez-Melis et al. 2018☆15Oct 28, 2019Updated 7 years ago
- TimeSliver: Interpretable Time-Series Classification using Symbolic-Linear Representation☆14Mar 18, 2026Updated 7 months ago
- Social graphs and Random Walks☆11Jan 27, 2016Updated 10 years ago
- Code for the Growing Spheres algorithm (and experiments)☆10Feb 10, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- SAT solver based on CDCL in Python with Conflict Driven Clause Learning, clever Heuristics - VSIDS, 2 - Literal watch advanced data struc…☆21Sep 16, 2020Updated 6 years ago
- ☆14Jun 22, 2024Updated 2 years ago
- ☆12Oct 14, 2024Updated 2 years ago
- ☆119Nov 21, 2022Updated 3 years ago
- ☆11Jul 20, 2022Updated 4 years ago
- Minimal template for a Python library project☆11Nov 21, 2022Updated 3 years ago
- QGIS plugin to make portable projects☆15Mar 15, 2026Updated 7 months ago
- Building an LLM-Powered application to summarize PDF using LangChain, the PyPDFLoader module and Gradio for the frontend.☆14Aug 29, 2025Updated last year
- This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence…☆17Jun 20, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code and data for Synthetic Aperture Waveguide Holography | Nature Photonics☆13Nov 20, 2025Updated 11 months ago
- SOFI☆16Sep 16, 2026Updated last month
- Codes for AIR-Net: Adaptive and implicit regularization neural network for matrix completion☆12Feb 3, 2023Updated 3 years ago
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms☆307Oct 2, 2023Updated 3 years ago
- Causal Inference for Time Series Data (with CausalML Demo)☆14Jun 11, 2023Updated 3 years ago
- Light scattering simulation using the beam propagation method☆10Jun 9, 2020Updated 6 years ago
- PyWolf is a software to perform simulations of partially coherent light propagation using parallel computing devices through PyOpenCL☆12Nov 16, 2024Updated last year