AmirhosseinHonardoust/The-Future-of-Interactive-ML

An in-depth exploration of the rise of human-centered, interactive machine learning. This article examines how Streamlit enables collaborative AI design by merging UX, visualization, and automation. Includes theory, architecture, and design insights from the ML Playground project.

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esbastiango/Customer_Churn_Prediction

📈 Predict customer churn using XGBoost for proactive retention efforts, delivering insights to enhance loyalty and reduce costs.

Language: Jupyter Notebook - Size: 2.15 MB - Last synced at: about 9 hours ago - Pushed at: about 11 hours ago - Stars: 0 - Forks: 0

Abhilesh-Vaka/fake-news-gradio-app

Explainable Fake News Detection with Gradio — compares a baseline model vs IBM watsonx LLM and returns classification with reasoning.

Language: Python - Size: 5.86 KB - Last synced at: about 11 hours ago - Pushed at: about 12 hours ago - Stars: 0 - Forks: 0

agrumery/aGrUM

This repository is a mirror. If you want to raise an issue or contact us, we encourage you to do it on Gitlab (https://gitlab.com/agrumery/aGrUM).

Language: Jupyter Notebook - Size: 327 MB - Last synced at: about 19 hours ago - Pushed at: about 21 hours ago - Stars: 45 - Forks: 0

arete-org/arete Fork of jbax1899/Daneel

An ethics-first, transparent AI reasoning assistant. Built to be self-hosted by anyone.

Language: TypeScript - Size: 3.73 MB - Last synced at: about 21 hours ago - Pushed at: about 23 hours ago - Stars: 0 - Forks: 0

sum1tbarua/wound_detection_app

Explainable Hybrid Computer Vision and Generative AI Framework for Automated Wound Detection and Context-Aware First-Aid Recommendations. A YOLOv8-Seg + GPT-based Streamlit web app that detects wounds (cuts/burns) on body parts, visualizes explainability (Grad-CAM), and generates context-aware first-aid instructions using LLM.

Language: Python - Size: 22.7 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

changsheng137/information-sphere

🌐 Information-Oriented Sphere System: From Data to Information Paradigm Shift | 信息导向球面系统 - Lossless reconstruction (MSE=0), Full interpretability, 2.28x optimized

Language: Python - Size: 739 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

sarfraspc/crypto-analytics-platform

An AI-powered crypto analytics platform integrating forecasting, sentiment, and on-chain intelligence, built with FastAPI, MCP protocol, and MLflow in a monolithic architecture.

Language: Jupyter Notebook - Size: 43.2 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

Valenshivansh/RankXplain

📌 An ML-driven analytics platform that predicts NIRF rankings and uses SHAP-based explainability to reveal why top institutions dominate — empowering stakeholders with actionable, data-backed insights.

Language: Python - Size: 151 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

Sakspro/contextcache

🔍 Transform documents into a secure, queryable knowledge graph with a privacy-first memory engine for AI research, ensuring traceability and explainability.

Language: Python - Size: 1.78 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 2 - Forks: 0

kserve/website

User documentation for KServe.

Language: TypeScript - Size: 132 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 108 - Forks: 151

adc-trust-ai/trust-free

An interpretable regression model in Python with Random-Forest-level accuracy

Language: Jupyter Notebook - Size: 59.8 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 5 - Forks: 0

vannyhostile200/neuro-symbolic-reasoning-llm-prolog

🤖 Generate Prolog predicates using LLMs that embed reasoning justifications, bridging neural and symbolic AI for improved logical coherence.

Language: Shell - Size: 192 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

vicky999jeevi/AI-Code-Explainer-Optimizer

🧩 Optimize and explain code effortlessly with our AI-driven multi-agent system, using LangGraph and Gemini for efficient solutions.

Language: Python - Size: 7.02 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

AthenaCore/AwesomeResponsibleAI

A curated list of awesome academic research, books, code of ethics, courses, databases, data sets, frameworks, institutes, maturity models, newsletters, principles, podcasts, regulations, reports, responsible scale policies, tools and standards related to Responsible, Trustworthy, and Human-Centered AI.

Size: 1.76 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 89 - Forks: 17

fiddler-labs/fiddler-examples

Language: Jupyter Notebook - Size: 290 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 16 - Forks: 3

kara99313/ai_smart_credit_suite

Application IA de scoring de crédit — Streamlit + FastAPI + LangChain + RAG.

Language: Python - Size: 111 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

valeman/awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

Size: 49.8 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1,030 - Forks: 85

DhruvParmar10/XFIN

Language: Python - Size: 3.63 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 0

AmirhosseinHonardoust/Graph-RAG-Engine

An explainable AI system that combines Graph Intelligence, Vector Search, and Retrieval-Augmented Generation (RAG) to deliver grounded answers and transparent reasoning paths. Includes a FastAPI backend, Streamlit UI, FAISS vector index, and an in-memory knowledge graph for hybrid retrieval and recommendations.

Language: Python - Size: 25.4 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 0

britorbs/consciousdb

🗄️ Streamline data analysis with ConsciousDB, a vector database that integrates directly with your models for enhanced performance and ease of use.

Language: Python - Size: 2.52 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

thinmanj/monad-loop-network

A self-referential knowledge system combining GEB, Chomsky, and Leibniz for structural AI

Language: Python - Size: 81.1 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

trustyai-explainability/trustyai-service-operator

TrustyAI's Kubernetes operator

Language: Go - Size: 1.59 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 7 - Forks: 45

csinva/imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

Language: Jupyter Notebook - Size: 162 MB - Last synced at: 2 days ago - Pushed at: 2 months ago - Stars: 1,508 - Forks: 129

Trusted-AI/AIX360

Interpretability and explainability of data and machine learning models

Language: Python - Size: 358 MB - Last synced at: 2 days ago - Pushed at: 8 months ago - Stars: 1,744 - Forks: 321

5Nader5/XAI-Bi-factual-Contrastive-Explanations

🧠 Implement a bi-factual contrastive explanation system for AI decisions, enhancing understanding through formal definitions and optimized algorithms.

Language: Jupyter Notebook - Size: 2.17 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

PatCH0816/caption-driven-xai

Multimodal explainable AI framework that connects CNNs and CLIP to uncover biases in vision models

Language: Jupyter Notebook - Size: 73 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

asbah-ramzan/HackRx-6.0-Intelligent-Query-Retrieval

🧠 Elevate document intelligence with HackRx 6.0, a powerful RAG system for extracting insights from complex files like PDFs and DOCX.

Language: Python - Size: 1.3 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

muttannasp/Dynamic-Landmine-Risk-Intelligence-System

🧭 Predict and visualize landmine risks using advanced geospatial machine learning for effective risk assessment and safer environments.

Language: Python - Size: 5.99 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

SirBleu/Intelligent-Analytics-Artificial-Neural-Networks

This repository contains my work and learnings from a class on Intelligent Analytics. It contains works on Percetrons, Support Vector Machines, Deep Learning methods, Dimensionality Reduction, Decision Trees, Ensemble methods and so much more. It's for my continous learning on the subject

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dynamical-inference/patchsae

Implementation of PatchSAE as presented in "Sparse autoencoders reveal selective remapping of visual concepts during adaptation"

Language: Jupyter Notebook - Size: 14.8 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 28 - Forks: 3

SHI-Yu-Zhe/awesome-agi-cocosci

An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.

Language: TeX - Size: 8.58 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 347 - Forks: 27

asikur2745/extracting_structure_press_releases_predicting_earnings_announcement_returns

📈 Analyze press releases to predict earnings announcement returns using structured data and natural language processing techniques.

Language: Jupyter Notebook - Size: 117 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

VorexCotusar/revguard-nlp

🛡️ Detect and combat fake reviews in multiple languages with RevGuard NLP, leveraging adversarial robustness and explainable AI for real-time analysis.

Size: 1.29 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

B-Yassine88/PathMNIST-XAI-Lightweight-Explainable-CNN-for-Medical-Imaging

🔍 Enhance medical imaging with a lightweight CNN model that offers over 91% accuracy and integrated explainability for better clinical trust.

Language: Python - Size: 1.46 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 1

ottenbreit-data-science/aplr

APLR builds predictive, interpretable regression and classification models using Automatic Piecewise Linear Regression. It often rivals tree-based methods in predictive accuracy while offering smoother and interpretable predictions.

Language: C++ - Size: 7.85 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 21 - Forks: 5

msc-ai-lab/thesis-project

LLM-powered, human-centric Explainable AI (XAI) for skin cancer classification with ResNet34 CNN.

Language: Jupyter Notebook - Size: 15.1 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

mmschlk/shapiq

Shapley Interactions and Shapley Values for Machine Learning

Language: Python - Size: 314 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 622 - Forks: 42

asibic/glassalpha

🔍 Simplify ML compliance with GlassAlpha, an open-source toolkit for creating transparent, auditable, and regulator-ready models using reliable PDF reports.

Language: Python - Size: 5.83 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

North-Shore-AI/crucible_xai

Explainable AI (XAI) tools for the Crucible framework

Language: Elixir - Size: 2.61 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

edineiaparecidolopes/AI-Object-Detection

🤖 Detect objects in real time using your browser's camera with this easy-to-use AI application, no installation needed.

Language: JavaScript - Size: 1.29 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

luquinhas18/autonomous-driving-rl-interpretability

🚗 Analyze and visualize decision-making in autonomous driving RL agents using Integrated Gradients for clearer interpretability in complex driving tasks.

Language: Python - Size: 2.31 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

Ananttyagi07/churn-retention-engine

🔍 Predict customer churn and implement retention strategies to enhance lifetime value with this production-ready machine learning engine.

Language: Python - Size: 69.3 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

Cuonghoangit/GeoMineralInsight

This project uses machine learning to analyze geological, geochemical, aeromagnetic, and remote sensing data over 39,000 sq. km in southern India. It identifies high-probability zones for concealed Au, Cu, and PGE deposits using XGBoost, SHAP, and GeoPandas. Key features include automated pipelines, explainable AI, and GIS-ready maps.

Language: Jupyter Notebook - Size: 7.38 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

Manavault-Dev/BrainrawAi

AI-powered whiteboard that turns any idea into voice + drawing explanations.

Language: TypeScript - Size: 73.2 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

obss/sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Language: Python - Size: 256 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 4,894 - Forks: 708

gyevnarb/axis

Agentic Explanations via Interrogative Simulators

Language: Python - Size: 1.45 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

VedantKothari01/DocInsight

AI-powered document originality and plagiarism risk detection system combining semantic similarity (SBERT), stylometric analysis, and citation masking for explainable, multi-layered originality scoring.

Language: Python - Size: 9.9 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

amiixai/barbe Fork of IainNBSmith/BARBE

Repository containing code for Black-box Association-Rule Based Explanations (BARBE). Main code is in the barbe directory, see the Readme below for more details.

Language: Python - Size: 72 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 1

UMCUtrecht-ECGxAI/ecgxai

Neatly packaged AI methods for explainable ECG analysis

Language: Python - Size: 611 KB - Last synced at: 5 days ago - Pushed at: about 2 years ago - Stars: 84 - Forks: 19

cdpierse/transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

Language: Jupyter Notebook - Size: 7.87 MB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 1,390 - Forks: 99

natnew/Awesome-Data-Science

Carefully curated list of awesome data science resources.

Size: 3.44 MB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 150 - Forks: 25

m-matejova/XAI_selection

The repository is linked to a study dedicated to the selection of XAI methods using MCDM.

Size: 11.7 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

Fuminides/ex-fuzzy

A Python library for explainable AI using approximate reasoning

Language: Python - Size: 22.6 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 37 - Forks: 8

RuoyuChen10/SMDL-Attribution

[ICLR 2024 Oral] Less is More: Fewer Interpretable Region via Submodular Subset Selection

Language: Jupyter Notebook - Size: 62.7 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 85 - Forks: 5

YanCotta/anti-aging-epigenetics-ml-app

A thesis MVP for a personalized anti-aging system that analyzes genetic SNPs and lifestyle habits using ML models (Random Forest and Neural Networks) to provide risk assessments and actionable recommendations. Built with FastAPI, React, PostgreSQL, and containerized via Docker for scalability and explainability.

Language: Jupyter Notebook - Size: 7.42 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 1 - Forks: 1

CAMP-eXplain-AI/Style-CheXplain

GAN-based method to create counterfactual explanations for chest X-rays

Language: Python - Size: 16.5 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 25 - Forks: 4

inseq-team/inseq

Interpretability for sequence generation models 🐛 🔍

Language: Python - Size: 8.39 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 444 - Forks: 38

benedekrozemberczki/shapley

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

Language: Python - Size: 826 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 221 - Forks: 35

Davide011/Thesis_public

Mechanistic analysis of a GPT-2–like model exploring the compositionality gap in transformers. Using Logit Lens and Causal Tracing, the study identifies and mitigates a deep-layer bottleneck via dataset enhancement to improve logical reasoning.

Language: Python - Size: 370 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 1 - Forks: 0

fcakyon/content-moderation-deep-learning

Deep learning based content moderation from text, audio, video & image input modalities.

Size: 22.5 KB - Last synced at: 4 days ago - Pushed at: 4 months ago - Stars: 375 - Forks: 23

Data-to-Insight-Center/patra-toolkit

Toolkit for semi-automated modelcard creation for AI/ML models.

Language: Python - Size: 7.07 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 4 - Forks: 4

DanteTrb/DanteTrb.github.io

Personal AI portfolio and academic website | clinical ML, gait analysis, and explainable AI.

Language: CSS - Size: 1.06 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

Ki-Seki/Awesome-Transformer-Visualization

Explore visualization tools for understanding Transformer-based large language models (LLMs)

Size: 23.4 MB - Last synced at: 5 days ago - Pushed at: 11 months ago - Stars: 20 - Forks: 1

flyingdoog/awesome-graph-explainability-papers

Papers about explainability of GNNs

Size: 423 KB - Last synced at: 9 days ago - Pushed at: 6 months ago - Stars: 761 - Forks: 71

DmitryRyumin/ICCV-2023-25-Papers

ICCV 2023-2025 Papers: Discover cutting-edge research from ICCV 2023-25, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included. ⭐ support visual intelligence development!

Language: Python - Size: 16.7 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 952 - Forks: 43

ModelOriented/DALEX

moDel Agnostic Language for Exploration and eXplanation (JMLR 2018; JMLR 2021)

Language: Python - Size: 798 MB - Last synced at: 7 days ago - Pushed at: 15 days ago - Stars: 1,445 - Forks: 170

NorskRegnesentral/shapr

Explaining the output of machine learning models with more accurately estimated Shapley values

Language: HTML - Size: 122 MB - Last synced at: 7 days ago - Pushed at: 10 days ago - Stars: 170 - Forks: 36

GPUK79/data-science-portfolio

This repository contains the Python scripts that I have written and run to execute a series of analytic model developments using datasets taken from the book "The Elements of Statistical Elements" by Hastie, Tibshirani, Friedman

Language: Jupyter Notebook - Size: 29.5 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

microsoft/responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

Language: TypeScript - Size: 111 MB - Last synced at: 8 days ago - Pushed at: 9 months ago - Stars: 1,643 - Forks: 442

FOR-sight-ai/interpreto

🪄 Interpreto is an interpretability toolbox for LLMs

Language: Python - Size: 5.17 MB - Last synced at: 8 days ago - Pushed at: 11 days ago - Stars: 55 - Forks: 1

AstraZeneca/awesome-explainable-graph-reasoning

A collection of research papers and software related to explainability in graph machine learning.

Size: 1.7 MB - Last synced at: 9 days ago - Pushed at: over 3 years ago - Stars: 1,976 - Forks: 133

KlestDedja/Bellatrex

Building Explanations through a LocaLly AccuraTe Rule EXtractor

Language: Python - Size: 216 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 12 - Forks: 2

Nayil97/gcc-oil-forecast

Production-ready ML project: Forecasting GCC crude oil production with FastAPI, Streamlit, MLflow, and Docker. Features time-series modeling, SHAP explainability, and complete MLOps pipeline.

Language: Jupyter Notebook - Size: 285 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

linkedin/FastTreeSHAP

Fast SHAP value computation for interpreting tree-based models

Language: Python - Size: 152 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 545 - Forks: 37

yarkinerenn/LET

LLM explanation tool for Informatics Master's Thesis

Language: Python - Size: 43.1 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

newaics/git.new.aics

git.new/aics | AICS | Artificial Intelligence & Computer Science

Size: 9.77 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 1 - Forks: 0

jaa41/soppia-framework

A Structured Prompting Framework for the Proportional Assessment of Non-Pecuniary Damages

Language: TeX - Size: 262 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

tbohne/saliency_kd

Saliency map-guided knowledge discovery for subclass identification with LLM-based symbolic approximations.

Language: Jupyter Notebook - Size: 195 MB - Last synced at: 13 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

interpretml/interpret

Fit interpretable models. Explain blackbox machine learning.

Language: C++ - Size: 15.2 MB - Last synced at: 13 days ago - Pushed at: 20 days ago - Stars: 6,695 - Forks: 766

privacytrustlab/ml_privacy_meter

Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.

Language: Jupyter Notebook - Size: 64.2 MB - Last synced at: 13 days ago - Pushed at: 6 months ago - Stars: 679 - Forks: 113

ModelOriented/pyCeterisParibus

Python library for Ceteris Paribus Plots (What-if plots)

Language: Python - Size: 1.33 MB - Last synced at: 10 days ago - Pushed at: over 4 years ago - Stars: 26 - Forks: 5

Gabriel09BR/XAI-Thermography

Supplementary repository for the paper “Detection and Classification of Breast Lesions in Biomedical Images Using Explainable Machine Learning Techniques” — Read the article .

Size: 83.4 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

GuanRunwei/Awesome-Vision-Transformer-Collection

Variants of Vision Transformer and its downstream tasks

Size: 59.6 KB - Last synced at: 7 days ago - Pushed at: over 3 years ago - Stars: 248 - Forks: 29

inesortega/neuralGAM

An R package which provides a a neural network framework based on Generalized Additive Models

Language: R - Size: 4.84 MB - Last synced at: 13 days ago - Pushed at: 15 days ago - Stars: 2 - Forks: 0

dswah/pyGAM

[CONTRIBUTORS WELCOME] Generalized Additive Models in Python

Language: Python - Size: 16.2 MB - Last synced at: 13 days ago - Pushed at: 26 days ago - Stars: 919 - Forks: 185

ModelOriented/modelStudio

📍 Interactive Studio for Explanatory Model Analysis

Language: R - Size: 36.2 MB - Last synced at: about 21 hours ago - Pushed at: about 2 years ago - Stars: 333 - Forks: 33

trustyai-explainability/trustyai-explainability.github.io

TrustyAI main documentation

Language: CSS - Size: 7.85 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 8

pyc-team/pytorch_concepts

PyC (Pytorch Concepts) is a PyTorch-based library for training concept-based interpretable deep learning models.

Language: Python - Size: 4.07 MB - Last synced at: about 14 hours ago - Pushed at: about 15 hours ago - Stars: 15 - Forks: 5

noct-ml/noesis

Noesis — UNet Tracing & "Soulprints" for SDXL, LLM and MoE

Language: Python - Size: 1.09 MB - Last synced at: 15 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

kduffuor/CardioPredict-Deep-Learning-SHAP

A comprehensive machine learning pipeline for cardiovascular disease prediction using deep neural networks with explainable AI capabilities.

Language: Jupyter Notebook - Size: 1.17 MB - Last synced at: 15 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

microsoft/tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Language: Jupyter Notebook - Size: 21.2 MB - Last synced at: 15 days ago - Pushed at: about 1 month ago - Stars: 3,456 - Forks: 361

lukas-hinterleitner/master-thesis

Select or Project? Evaluating Lower-dimensional Vectors for LLM Training Data Explanations

Language: Jupyter Notebook - Size: 312 MB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 1

metterniezsche/SplitVote_Simulation

This repository hosts an **open, fully synthetic demo** of KeelerApp’s analytical framework for political data interpretation — modeling how **tone**, **topic**, and **scope** (local vs. national) affect *split-ticket voting* behavior in an urban municipality.

Language: HTML - Size: 601 KB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

KrishJani/Dynamic-Landmine-Risk-Intelligence-System

ML-powered system predicting landmine risk with interactive geospatial visualization and explainable AI for humanitarian demining.

Language: Python - Size: 5.99 MB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 1 - Forks: 0

o2alexanderfedin/neuro-symbolic-reasoning-llm-prolog

LLM-Generated Prolog Predicates with Embedded Justification Chains - Academic Research Paper (100+ pages, 97.5% correctness)

Language: Shell - Size: 205 KB - Last synced at: about 11 hours ago - Pushed at: 18 days ago - Stars: 1 - Forks: 0

fitsblb/PhishGuardAI

Modern, explainable phishing URL detection with FastAPI, policy bands, and LLM-based review. Fast, auditable, and easy to run locally or in Docker.

Language: Jupyter Notebook - Size: 38.3 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

kevinqnb/interpretable-clustering

Methods and algorithms for interpretable clustering. Example applications to climate data.

Language: Python - Size: 242 MB - Last synced at: 16 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

thecontextcache/contextcache

Privacy-first, local-first memory engine.

Language: Python - Size: 518 KB - Last synced at: 17 days ago - Pushed at: 18 days ago - Stars: 2 - Forks: 0

deel-ai/xplique

👋 Xplique is a Neural Networks Explainability Toolbox

Language: Python - Size: 33.4 MB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 703 - Forks: 58