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explainable-ai

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Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

机器学习深度学习深度神经网络 pattern-recognition 机器视觉 optimization visual-recognition reinforcement-learning deep-reinforcement-learning 自然语言处理 artificial-neural-networks artificial-intelligence-algorithms bayesian-statistics speech-recognition graph-neural-networks Medical imaging geometric-deep-learning explainable-ai probability

HTML

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2960

10 个月前

jacobgil / pytorch-grad-cam

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

深度学习 PyTorch grad-cam visualizations interpretability interpretable-ai interpretable-deep-learning score-cam class-activation-maps vision-transformers explainable-ai xai image-classification 机器学习 object-detection 机器视觉 explainable-ml

Python

12054

1655

4 个月前

interpretml / interpret

Fit interpretable models. Explain blackbox machine learning.

机器学习 interpretability gradient-boosting blackbox scikit-learn xai interpretml interpretable-machine-learning interpretable-ai transparency iml interpretable-ml explainable-ml explainability bias 人工智能 explainable-ai differential-privacy

C++

6646

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2 小时前

obss / sahi

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

object-detection instance-segmentation 机器视觉 small-object-detection large-image mmdetection PyTorch Python coco 深度学习机器学习 remote-sensing huggingface satellite tiling merge explainable-ai oriented-object-detection yolo11

Python

4765

688

10 小时前

microsoft / tensorwatch

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

人工智能深度学习机器学习 reinforcement-learning debugging debugging-tool debug 监控 explainable-ai explainable-ml saliency model-visualization 数据科学 Python Jupyter Notebook

Jupyter Notebook

3448

360

2 年前

MilesCranmer / PySR

High-Performance Symbolic Regression in Python and Julia

机器学习 Python Julia 语言 genetic-algorithm automl interpretable-ml 数据科学 explainable-ai scikit-learn symbolic 算法 distributed-systems evolutionary-algorithms

Python

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278

3 天前

alan-ai / alan-sdk-web

The Self-Coding System for Your App — Alan AI SDK for Web

conversational-ai 机器学习 ai-chat generative-ai 人工智能 ai-assistant enterprise explainable-ai large-language-models 大语言模型低代码自然语言处理 productivity question-answering workflow

2419

23 天前

AstraZeneca / awesome-explainable-graph-reasoning

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

Awesome Lists graph graph-algorithms 深度学习 explainable-ai explainable-ml graphml

1972

133

3 年前

Trusted-AI / AIX360

Interpretability and explainability of data and machine learning models

explainable-ai explainable-ml trusted-ai trusted-ml 机器学习深度学习 codait 人工智能 explainabil xai

Python

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6 个月前

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.

ui responsible-ai 数据科学 fairness fairness-ml fairness-ai explainable-ai explainable-ml explainability 机器学习 visualization widgets widget Jupyter Notebook 数据分析数据可视化 interpretability

TypeScript

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6 个月前

wangyongjie-ntu / Awesome-explainable-AI

A collection of research materials on explainable AI/ML

interpretable-ai explainable-ai interpretability xai XML

Markdown

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1 个月前

csinva / imodels

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

interpretability 机器学习数据科学人工智能统计 scikit-learn Python supervised-learning explainable-ml explainable-ai rules

Jupyter Notebook

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129

2 个月前

ModelOriented / DALEX

moDel Agnostic Language for Exploration and eXplanation

机器学习 interpretability 数据科学 xai iml model-visualization explanations explainable-ai predictive-modeling explainable-ml interpretable-machine-learning responsible-ai responsible-ml fairness

Python

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23 天前

interpretml / DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

explainable-ml xai interpretable-machine-learning 深度学习机器学习 explainable-ai

Python

1436

212

1 个月前

cdpierse / transformers-interpret

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

自然语言处理机器学习 explainable-ai transformers model-explainability transformers-model captum 深度学习神经网络 interpretability 机器视觉

Jupyter Notebook

1366

100

2 年前

EthicalML / xai

XAI - An eXplainability toolbox for machine learning

explainability xai 机器学习人工智能 bias explainable-ai explainable-ml interpretability xai-library evaluation upsampling feature-importance

Python

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4 年前

jacobgil / vit-explain

Explainability for Vision Transformers

vision-transformer PyTorch explainable-ai 深度学习 transformer

Python

993

106

3 年前

DmitryRyumin / ICCV-2023-Papers

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