Projects in Awesome Lists tagged with xai

https://github.com/jacobgil/pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

class-activation-maps computer-vision deep-learning explainable-ai explainable-ml grad-cam image-classification interpretability interpretable-ai interpretable-deep-learning machine-learning object-detection pytorch score-cam vision-transformers visualizations xai

Last synced: 12 May 2025

https://github.com/interpretml/interpret

Fit interpretable models. Explain blackbox machine learning.

ai artificial-intelligence bias blackbox differential-privacy explainability explainable-ai explainable-ml gradient-boosting iml interpretability interpretable-ai interpretable-machine-learning interpretable-ml interpretml machine-learning scikit-learn transparency xai

Last synced: 06 Feb 2026

https://github.com/seldonio/alibi

Algorithms for explaining machine learning models

counterfactual explanations interpretability machine-learning xai

Last synced: 14 May 2025

https://github.com/oegedijk/explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

dash dashboard data-scientists explainer inner-workings interactive-dashboards interactive-plots model-predictions permutation-importances plotly shap shap-values xai xai-library

Last synced: 29 Jan 2026

https://github.com/SeldonIO/alibi

Algorithms for explaining machine learning models

counterfactual explanations interpretability machine-learning xai

Last synced: 27 Mar 2025

https://github.com/Trusted-AI/AIX360

Interpretability and explainability of data and machine learning models

artificial-intelligence codait deep-learning explainabil explainable-ai explainable-ml ibm-research ibm-research-ai machine-learning trusted-ai trusted-ml xai

Last synced: 27 Mar 2025

https://github.com/trusted-ai/aix360

Interpretability and explainability of data and machine learning models

artificial-intelligence codait deep-learning explainabil explainable-ai explainable-ml ibm-research ibm-research-ai machine-learning trusted-ai trusted-ml xai

Last synced: 12 Jan 2026

https://github.com/interpretml/dice

Generate Diverse Counterfactual Explanations for any machine learning model.

counterfactual-explanations deep-learning explainable-ai explainable-ml interpretable-machine-learning machine-learning xai

Last synced: 13 May 2025

https://modeloriented.github.io/DALEX/

moDel Agnostic Language for Exploration and eXplanation

black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai

Last synced: 10 Jul 2025

https://github.com/ModelOriented/DALEX

moDel Agnostic Language for Exploration and eXplanation

black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai

Last synced: 14 Mar 2025

https://github.com/modeloriented/dalex

moDel Agnostic Language for Exploration and eXplanation

black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai

Last synced: 14 May 2025

https://github.com/interpretml/DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

counterfactual-explanations deep-learning explainable-ai explainable-ml interpretable-machine-learning machine-learning xai

Last synced: 25 Mar 2025

https://github.com/elder-plinius/CL4R1T4S

SYSTEM PROMPT TRANSPARENCY FOR ALL - CHATGPT, GEMINI, GROK, CLAUDE, PERPLEXITY, CURSOR, WINDSURF, DEVIN, REPLIT, AND MORE!

agents ai ai-ethics chatgpt cursor gemini google grok leak openai prompt-engineering prompts red-team red-teaming system-info system-prompts tools transparency windsurf xai

Last synced: 26 Apr 2025

https://github.com/elder-plinius/cl4r1t4s

SYSTEM PROMPT TRANSPARENCY FOR ALL - CHATGPT, GEMINI, GROK, CLAUDE, PERPLEXITY, CURSOR, WINDSURF, DEVIN, REPLIT, AND MORE!

agents ai ai-ethics chatgpt cursor gemini google grok leak openai prompt-engineering prompts red-team red-teaming system-info system-prompts tools transparency windsurf xai

Last synced: 29 Apr 2025

https://github.com/CommandCodeAI/BaseAI

BaseAI — The Web AI Framework. The easiest way to build serverless autonomous AI agents with memory. Start building local-first, agentic pipes, tools, and memory. Deploy serverless with one command.

ai anthropic artificial-intelligence baseai cohere firewor gemini grok groq langbase mistral openai perplexity togetherai xai

Last synced: 02 Apr 2026

https://github.com/ethicalml/xai

XAI - An eXplainability toolbox for machine learning

ai artificial-intelligence bias bias-evaluation downsampling evaluation explainability explainable-ai explainable-ml feature-importance imbalance interpretability machine-learning machine-learning-explainability ml upsampling xai xai-library

Last synced: 15 May 2025

https://github.com/franciscomoretti/chat-js

Production-ready AI chat. Start here and make it your own. Formerly Sparka AI

ai anthropic chat chatbot chatgpt claude gemini gemini-ai grok llm multiprovider openai xai

Last synced: 03 Jul 2026

https://github.com/EthicalML/xai

XAI - An eXplainability toolbox for machine learning

ai artificial-intelligence bias bias-evaluation downsampling evaluation explainability explainable-ai explainable-ml feature-importance imbalance interpretability machine-learning machine-learning-explainability ml upsampling xai xai-library

Last synced: 14 Mar 2025

https://github.com/FranciscoMoretti/chat-js

Production-ready AI chat. Start here and make it your own. Formerly Sparka AI

ai anthropic chat chatbot chatgpt claude gemini gemini-ai grok llm multiprovider openai xai

Last synced: 08 Mar 2026

https://github.com/lopusz/awesome-interpretable-machine-learning

data-science explainable-ai interpretable-ai interpretable-machine-learning interpretable-ml machine-learning xai

Last synced: 18 Jan 2026

https://github.com/pbiecek/xai_resources

Interesting resources related to XAI (Explainable Artificial Intelligence)

interpretability interpretable-machine-learning xai

Last synced: 13 Apr 2025

https://github.com/deel-ai/xplique

👋 Xplique is a Neural Networks Explainability Toolbox

explainable-ai explainable-ml interpretability xai

Last synced: 16 May 2025

https://github.com/jphall663/interpretable_machine_learning_with_python

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

accountability data-mining data-science decision-tree fairness fatml gradient-boosting-machine h2o iml interpretability interpretable interpretable-ai interpretable-machine-learning interpretable-ml lime machine-learning machine-learning-interpretability python transparency xai

Last synced: 16 May 2025

https://github.com/if-ai/comfyui-if_ai_tools

ComfyUI-IF_AI_tools is a set of custom nodes for ComfyUI that allows you to generate prompts using a local Large Language Model (LLM) via Ollama. This tool enables you to enhance your image generation workflow by leveraging the power of language models.

anthropic comfyui flux gemini graphrag groq koboldcpp llamacpp lmstudio mistral ocr ollama omost rag stable-diffusion supervision textgeneration transformers xai

Last synced: 15 May 2025

https://github.com/Renset/macai

All-in-one native macOS AI chat application: Deepseek, ChatGPT, Claude, xAI Grok, Google Gemini, Perplexity, OpenRouter, and all Open AI-compatible API services

ai api-client bot chat chatgpt chatgpt-api claude deepseek gemini google grok llm macos ollama swift swiftui swiftui-app xai xai-api

Last synced: 18 Jul 2025

https://github.com/understandable-machine-intelligence-lab/quantus

Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations

deep-learning explainable-ai interpretability machine-learning pytorch quantification-evaluation-methods reproducibility tensorflow xai

Last synced: 14 May 2025

https://github.com/if-ai/ComfyUI-IF_AI_tools

ComfyUI-IF_AI_tools is a set of custom nodes for ComfyUI that allows you to generate prompts using a local Large Language Model (LLM) via Ollama. This tool enables you to enhance your image generation workflow by leveraging the power of language models.

anthropic comfyui flux gemini graphrag groq koboldcpp llamacpp lmstudio mistral ocr ollama omost rag stable-diffusion supervision textgeneration transformers xai

Last synced: 19 Aug 2025

https://github.com/jakobdylanc/llmcord

Make Discord your LLM frontend ● Supports any OpenAI compatible API (Ollama, LM Studio, vLLM, OpenRouter, xAI, Mistral, Groq and more)

bot chat chatbot discord frontend gpt gpt-4 grok groq llama llama3 llama4 llm mistral ollama oobabooga openai vllm xai

Last synced: 15 May 2025

https://github.com/understandable-machine-intelligence-lab/Quantus

Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations

deep-learning explainable-ai interpretability machine-learning pytorch quantification-evaluation-methods reproducibility tensorflow xai

Last synced: 08 May 2025

https://github.com/h2oai/mli-resources

H2O.ai Machine Learning Interpretability Resources

accountability data-mining data-science explainable-ml fairness fatml h2o iml interpretability interpretable-ai interpretable-machine-learning interpretable-ml jupyter-notebooks machine-learning machine-learning-interpretability mli python transparency xai xgboost

Last synced: 05 Apr 2025

https://github.com/bigsk1/voice-chat-ai

🎙️ Speak with AI - Run locally using Ollama, OpenAI, Anthropic or xAI - Speech uses SparkTTS, OpenAI, ElevenLabs, Kokoro, Typecast or xAI

ai-speech ai-voice ai-voice-agent anthropic-claude conversational-ai elevenlabs-api fastapi ollama selfhosted tts typecast voice-ai webrtc whisper-ai xai xai-tts

Last synced: 31 May 2026

https://github.com/explainx/explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms8909@nyu.edu

aws-sagemaker bias blackbox explainability explainable-ai explainable-artificial-intelligence explainable-ml explainx interpretability interpretable-ai interpretable-machine-learning machine-learning machine-learning-interpretability scikit-learn transparency xai

Last synced: 16 May 2025

https://github.com/explainX/explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms8909@nyu.edu

aws-sagemaker bias blackbox explainability explainable-ai explainable-artificial-intelligence explainable-ml explainx interpretability interpretable-ai interpretable-machine-learning machine-learning machine-learning-interpretability scikit-learn transparency xai

Last synced: 04 Apr 2025

https://github.com/zaidmukaddam/scira-mcp-chat

A minimalistic MCP client with a good feature set.

anthropic grok3 mcp mcp-client model-context-protocol openai xai

Last synced: 28 Dec 2025

https://github.com/sergioburdisso/pyss3

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

artificial-intelligence data-mining document-categorization document-classification early-classification explainable-artificial-intelligence interpretability interpretable-machine-learning interpretable-ml machine-learning machine-learning-algorithms multilabel-classification natural-language-processing nlp sentence-classification ss3-classifier text-classification text-labeling text-mining xai

Last synced: 15 May 2025

https://github.com/ModelOriented/modelStudio

📍 Interactive Studio for Explanatory Model Analysis

ai explainable explainable-ai explainable-machine-learning explanatory-model-analysis human iml interactive interactivity interpretability interpretable interpretable-machine-learning learning machine model model-visualization r visualization xai

Last synced: 11 May 2025

https://github.com/modeloriented/modelstudio

📍 Interactive Studio for Explanatory Model Analysis

ai explainable explainable-ai explainable-machine-learning explanatory-model-analysis human iml interactive interactivity interpretability interpretable interpretable-machine-learning learning machine model model-visualization r visualization xai

Last synced: 04 Apr 2025

https://github.com/keisen/tf-keras-vis

Neural network visualization toolkit for tf.keras

activation-maximization deep-learning explainability explainable-ai explainable-ml grad-cam gradcam gradcam-plus-plus keras keras-vis keras-visualization python saliency saliency-maps score-cam tensorflow visualization xai xai-library

Last synced: 15 May 2025

https://github.com/hbaniecki/adversarial-explainable-ai

💡 Adversarial attacks on explanations and how to defend them

adversarial adversarial-attacks adversarial-examples adversarial-machine-learning attacks counterfactual deep defense evaluation explainability explainable-ai iml interpretability interpretable interpretable-machine-learning model responsible-ai robustness security xai

Last synced: 27 Jan 2026

https://github.com/Jia-Ethan/grok-keysmith

Preview-first Grok Build instruction deployment with compat and hook isolation, durable recovery, and layered uninstall.

agents-md cli configuration-management developer-tools grok grok-build local-first prompt-management python xai

Last synced: 25 Aug 2026

https://github.com/prajwalshettydev/unrealgenaisupport

An Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. Supports Claude Desktop App, Windsurf & Cursor, also includes OpenAI's GPT4o, DeepseekR1, Claude Sonnet 3.7 APIs and Grok 4, with plans to add Gemini, audio & realtime APIs soon. UnrealMCP is also here!! Automatic blueprint and scene generation from AI!!

claude deepseek game-development gemini generative-ai gpt-4 grok lightweight llama llm mcp mcp-server meta openai sonnet3-7 ue5 unreal-engine-5 unreal-engine-plugin whisper xai

Last synced: 04 Oct 2025

https://github.com/djcopley/shelloracle

A terminal utility for intelligent shell command generation

ai bash developer-tools fish gemini linux llm localai macos ollama openai openai-api terminal xai zsh

Last synced: 08 Apr 2025

https://github.com/Hairetsu/Notate

Notate is a desktop chat application that takes AI conversations to the next level. It combines the simplicity of chat with advanced features like document analysis, vector search, and multi-model AI support - all while keeping your data private.

agents ai anthropic chromadb deepseek deepseek-r1 deepseek-reasoner embeddings gemeni llm ml ollama openai xai

Last synced: 04 Sep 2025

https://github.com/dmlc/gnnlens2

Visualization tool for Graph Neural Networks

deep-learning dgl explainability graph-neural-networks graph-representation-learning graph-visualization pytorch visualization xai

Last synced: 28 Oct 2025

https://github.com/cntrlai/notate

Notate is a desktop chat application that takes AI conversations to the next level. It combines the simplicity of chat with advanced features like document analysis, vector search, and multi-model AI support - all while keeping your data private.

agents ai anthropic chromadb deepseek deepseek-r1 deepseek-reasoner embeddings gemeni llm ml ollama openai xai

Last synced: 04 Apr 2025

https://github.com/CNTRLAI/Notate

Notate is a desktop chat application that takes AI conversations to the next level. It combines the simplicity of chat with advanced features like document analysis, vector search, and multi-model AI support - all while keeping your data private.

agents ai anthropic chromadb deepseek deepseek-r1 deepseek-reasoner embeddings gemeni llm ml ollama openai xai

Last synced: 03 Mar 2025

https://github.com/flamxgames/godot-ai-assistant-hub

Embed AI assistants in Godot with the ability to read and write code in Godot's Code Editor.

ai assistant gemini godot jan llm ollama ollama-turbo openrouter openwebui xai

Last synced: 08 Apr 2026

https://github.com/chr5tphr/zennit

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

attribution deep-learning explainability explainable-ai feature-attribution interpretability interpretable-ai interpretable-ml lrp machine-learning python pytorch xai

Last synced: 09 Apr 2025

https://github.com/pbiecek/ema

Explanatory Model Analysis. Explore, Explain and Examine Predictive Models

examine explain explanatory-model-analysis explore machine-learning model-visualization predictive-models xai

Last synced: 09 Apr 2025

https://github.com/squaredev-io/whitebox

[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes

accuracy accuracy-metrics accuracy-score confusion-matrix explainability explainable-ai f1-score k8s kubernetes machine-learning ml-monitoring mlflow mlops model-monitoring modelops monitoring observability python recall xai

Last synced: 17 Jan 2026

https://github.com/Graph-COM/GSAT

[ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.

deep-learning graph-neural-networks interpretability interpretable-machine-learning pytorch xai

Last synced: 21 Jul 2025

https://github.com/csinva/imodelsX

Interpret text data using LLMs (scikit-learn compatible).

ai deep-learning explainability huggingface interpretability language-model machine-learning ml natural-language-processing natural-language-understanding neural-network pytorch scikit-learn text text-classification transformer-models xai

Last synced: 05 May 2025

https://github.com/graph-com/gsat

[ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.

deep-learning graph-neural-networks interpretability interpretable-machine-learning pytorch xai

Last synced: 27 Jul 2025

https://github.com/deus-h/claudeus-wp-mcp

Claudeus WordPress MCP Server

artificial-intelligence claude-ai cursor model-context-protocol openai wordpress xai

Last synced: 27 Aug 2026

https://github.com/eclique/RISE

Detect model's attention

classification explainable-ai saliency saliency-map xai

Last synced: 08 May 2025

https://github.com/eliranwong/toolmate

ToolMate AI, developed by Eliran Wong, is a cutting-edge AI companion that seamlessly integrates agents, tools, and plugins to excel in conversations, generative work, and task execution. Supports custom workflow and plugins to automate multi-step actions.

agent ai autogen chatgpt claude dalle-3 fabric gemini google grok groq imagen-3 llama3 llamacpp mistral ollama openai tool vision xai

Last synced: 16 May 2025

https://github.com/astrazeneca/awesome-shapley-value

Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)

artificial-intelligence data-science deep-learning explainability explainable explainable-ai explainable-artificial-intelligence explainable-ml lime machine-learning owen-value shap shapley shapley-additive-explanations shapley-decomposition shapley-q-value shapley-value xai

Last synced: 26 Dec 2025

https://github.com/haydengunraj/covidnet-ct

COVID-Net Open Source Initiative - Models and Data for COVID-19 Detection in Chest CT

chest-ct coronavirus coronavirus-dataset coronavirus-detect covid-19 covid-net covidx-ct-dataset dataset sars-cov-2 xai

Last synced: 02 Jul 2025

https://github.com/bgreenwell/fastshap

Fast approximate Shapley values in R

explainable-ai explainable-ml interpretable-machine-learning shapley shapley-values variable-importance xai

Last synced: 07 Apr 2025

https://github.com/givasile/effector

Effector - a Python package for global and regional effect methods

explainability iml xai

Last synced: 05 Apr 2026

https://github.com/ModelOriented/survex

Explainable Machine Learning in Survival Analysis

biostatistics brier-scores censored-data cox-model cox-regression explainable-ai explainable-machine-learning explainable-ml explanatory-model-analysis interpretable-machine-learning interpretable-ml machine-learning probabilistic-machine-learning r r-package shap survival-analysis time-to-event variable-importance xai

Last synced: 05 May 2025

https://github.com/julia-xai/explainableai.jl

Explainable AI in Julia.

attribution-methods explainable-ai feature-attribution interpretability interpretable-ai julia lrp xai

Last synced: 11 Dec 2025

https://github.com/pbiecek/breakDown

Model Agnostics breakDown plots

data-science iml interpretability machine-learning visual-explanations xai

Last synced: 26 Apr 2025

https://github.com/pbiecek/breakdown

Model Agnostics breakDown plots

data-science iml interpretability machine-learning visual-explanations xai

Last synced: 09 Apr 2025

https://github.com/charmlab/mace

Model Agnostic Counterfactual Explanations

counterfactual-explanations explainable-ai explainable-ml interpretable-machine-learning machine-learning xai

Last synced: 21 Nov 2025

https://github.com/ModelOriented/iBreakDown

Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)

breakdown iml interpretability shapley xai

Last synced: 14 Mar 2025

https://github.com/csinva/imodelsx

Scikit-learn friendly library to interpret, and prompt-engineer text datasets using large language models.

ai deep-learning explainability huggingface interpretability language-model machine-learning ml natural-language-processing natural-language-understanding neural-network pytorch scikit-learn text text-classification transformer-models xai

Last synced: 16 May 2025

https://github.com/firmai/ml-fairness-framework

FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)

aif360 aix360 alibi contrastive counterfactual explainable-ai explainable-ml fairness-ai fairness-indicators fairness-ml interpretable-machine-learning prototypical xai

Last synced: 06 May 2025

https://github.com/sleep2agi/agent-network

助力搭建你的数字 AI 员工军团 — 多 Agent 一行命令组网协作。Claude Code / Claude Agent SDK / Codex / Grok Build 4 runtime + 8+ 家 LLM（Anthropic / OpenAI / xAI / MiniMax / DeepSeek / GLM / Kimi / 书生 / 小米 MiMo），自带 Web Dashboard，Apache 2.0 开源。

agent-network ai-agents anthropic claude claude-agent-sdk claude-code codex dashboard deepseek grok grok-build llm local-first mcp mimo minimax multi-agent nextjs openai xai

Last synced: 27 Aug 2026

https://github.com/xplainable/xplainable

Real-time explainable machine learning for business optimisation

auto-ml data-analytics data-science explainable-ai explainable-ml machine-learning machine-learning-algorithms prediction predictions python shap statistics xai xplainable

Last synced: 17 May 2026

https://github.com/ymcui/expmrc

ExpMRC: Explainability Evaluation for Machine Reading Comprehension

cmrc2022 dataset explainable-ai expmrc machine-reading-comprehension nlp question-answering xai

Last synced: 02 Aug 2025

https://github.com/ModelOriented/auditor

Model verification, validation, and error analysis

classification error-analysis explainable-artificial-intelligence machine-learning model-validation regression-models residuals xai

Last synced: 05 May 2025

https://github.com/microsoft/automated-brain-explanations

Generating and validating natural-language explanations for the brain.

ai-for-science artificial-intelligence automated-interpretability data-science explanation fmri fmri-data-analysis gpt gpt4 huggingface interpretability interpretable-embeddings language-model large-language-models machine-learning mechanistic-interpretability natural-language-processing neuroscience xai

Last synced: 12 May 2025

https://github.com/xayan/rules.txt

A rationalist ruleset for "debugging" LLMs, auditing their internal reasoning and uncovering biases; also a jailbreak.

ai ai-research ai-safety chatgpt epistemology gemini grok inference jailbreak jailbreak-prompts jailbreaking llm openai philosophy prompt prompt-engineering prompts rationalism xai

Last synced: 22 Nov 2025

https://github.com/pietrobarbiero/logic_explained_networks

Logic Explained Networks is a python repository implementing explainable-by-design deep learning models.

deep-learning explainable-ai logic machine-learning neural-networks xai

Last synced: 10 Oct 2025

https://github.com/s-nagaev/chibi

Your Digital Companion. Self-hosted Telegram bot orchestrating multiple AI providers (OpenAI, Anthropic, Google, xAI, DeepSeek, Mistral, Alibaba, MiniMax) with autonomous agent capabilities, MCP integrations, and async task execution. Not a tool. A partner.

ai-agent anthropic autonomous-agents chatbot claude deepseek digital-companion docker google-gemini image-generation llm mcp mistral-ai multi-provider openai python raspberry-pi self-hosted telegram xai

Last synced: 29 May 2026

https://github.com/the-teacher/active_harness

AI framework for Ruby/Rails developers

agents ai ai-agents antrophic claude gem gemini groq harness harness-framework llm llm-agents mistral openai ruby ruby-on-rails rubyllm xai

Last synced: 02 Jun 2026

https://github.com/serre-lab/lens

LENS Project

deep-learning explainability xai

Last synced: 29 Jan 2026

https://github.com/szandala/torchprism

Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework

explainable-ai explainable-machine-learning neural-networks pytorch trustworthy-ai xai xai-library

Last synced: 08 Apr 2026

https://github.com/csinva/iprompt

Finding semantically meaningful and accurate prompts.

ai autoprompt deep-learning explainability explainable-ai interpretability iprompt language-model large-language-models ml natural-language-processing neural-network prompting text text-classification xai

Last synced: 30 Apr 2025

https://github.com/hendrikstrobelt/lmdiff

A diff tool for language models

ai nlproc visualization xai

Last synced: 09 Oct 2025

https://github.com/imageomics/finer-cam

This is an official implementation for Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation. [CVPR'25]

class-activation-maps computer-vision explainable-ai fine-grained-classification saliency-maps vision-transformers visualizations xai

Last synced: 16 Jan 2026

https://github.com/trustyai-explainability/trustyai-explainability

TrustyAI Explainability Toolkit

explainability explainableai hacktoberfest interpretability java python xai xai-library

Last synced: 13 Jul 2025

https://github.com/andreArtelt/ceml

CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox

counterfactual-explanations explainable-ai machine-learning python xai

Last synced: 28 Apr 2025

https://github.com/llnl/fastcam

A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore National Laboratory.

cnn-visualization deep-learning demo explainable-ai gradcam interpretability pytorch pytorch-gradcam saliency saliency-maps visual-explanations xai

Last synced: 29 Apr 2025

https://github.com/crillab/pyxai

PyXAI (Python eXplainable AI) is a Python library (version 3.6 or later) allowing to bring formal explanations suited to (regression or classification) tree-based ML models (Decision Trees, Random Forests, Boosted Trees, ...).

boosted-trees classification decision-tree python random-forest regression xai

Last synced: 22 May 2026

https://github.com/skito/aipi-php

Universal API client for common AI models

anthropic artificial-intelligence google-deepmind large-language-models openai php xai

Last synced: 22 Jan 2026

https://github.com/csinva/interpretable-embeddings

Interpretable text embeddings by asking LLMs yes/no questions (NeurIPS 2024)

ai artificial-intelligence embeddings encoding-models explainability fmri huggingface language-model llm neural-network neuroscience rag retrieval-augmented-generation transformer xai

Last synced: 07 May 2025

https://github.com/antonbabenko/deliberation

Ask Codex, Gemini/Antigravity, Grok (xAI), and 300+ more models through OpenRouter including Qwen, Kimi, DeepSeek for second opinions or arbiter-mediated consensus inside Claude Code.

ai-agents ai-coding claude claude-code claude-code-plugin code-review codex consensus developer-tools gemini grok llm mcp mcp-server multi-agent openai plan-review security-review xai