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集合主题趋势排行榜
#

captum

Website
Wikipedia
https://static.github-zh.com/github_avatars/cdpierse?size=40
cdpierse / transformers-interpret

#自然语言处理#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-aitransformersmodel-explainabilitytransformers-modelcaptum深度学习神经网络interpretability机器视觉
Jupyter Notebook 1.36 k
2 年前
https://static.github-zh.com/github_avatars/inseq-team?size=40
inseq-team / inseq

#自然语言处理#Interpretability for sequence generation models 🐛 🔍

interpretability深度学习transformersexplainable-aicaptumhuggingface自然语言处理generative-ailanguage-generationlanguage-modellarge-language-modelssequence-to-sequence
Python 425
2 个月前
https://static.github-zh.com/github_avatars/DFKI-NLP?size=40
DFKI-NLP / thermostat

#自然语言处理#Collection of NLP model explanations and accompanying analysis tools

explainabilityinterpretability自然语言处理transformers数据集feature-attributionheatmapscaptum
Jsonnet 144
2 年前
https://static.github-zh.com/github_avatars/copenlu?size=40
copenlu / ALPS_2021

XAI Tutorial for the Explainable AI track in the ALPS winter school 2021

explainabilitycolabexercisescolab-notebookcaptumPyTorchinterpretability
Jupyter Notebook 58
4 年前
https://static.github-zh.com/github_avatars/TannerGilbert?size=40
TannerGilbert / Model-Interpretation

Overview of different model interpretability libraries.

model-interpretationmodel-interpretabilityshaplimecaptum
Jupyter Notebook 49
3 年前
https://static.github-zh.com/github_avatars/robinvanschaik?size=40
robinvanschaik / interpret-flair

#自然语言处理#A small repository to test Captum Explainable AI with a trained Flair transformers-based text classifier.

captumexplainable-ai自然语言处理text-classification
Jupyter Notebook 26
4 年前
https://static.github-zh.com/github_avatars/richouzo?size=40
richouzo / hate-speech-detection-survey

#自然语言处理#Trained Neural Networks (LSTM, HybridCNN/LSTM, PyramidCNN, Transformers, etc.) & comparison for the task of Hate Speech Detection on the OLID Dataset (Tweets).

自然语言处理机器学习深度学习X (Twitter)social-mediaberttransformershuggingfacecaptumxai
Jupyter Notebook 21
4 年前
https://static.github-zh.com/github_avatars/jihyeonseong?size=40
jihyeonseong / SAI-board-by-streamlit

Cyber Security AI Dashboard

Cybersecuritydashboard数据可视化Python安全Streamlitcaptum
Jupyter Notebook 10
1 年前
https://static.github-zh.com/github_avatars/LuanAdemi?size=40
LuanAdemi / VisualGo

Training a CNN to recognize the current Go position with photorealistic renders

unetPyTorchPythoncaptumresnetblender3d
Jupyter Notebook 7
3 年前
https://static.github-zh.com/github_avatars/CECNL?size=40
CECNL / XBrainLab

#计算机科学#We introduce XBrainLab, an open-source user-friendly software, for accelerated interpretation of neural patterns from EEG data based on cutting-edge computational approach.

captum深度学习EEGPythonPyTorchxai
Python 7
6 个月前
https://static.github-zh.com/github_avatars/esceptico?size=40
esceptico / toxic

#自然语言处理#End-to-end toxic Russian comment classification

自然语言处理captumPyTorchhydraStreamlit深度学习text-classificationconvolutional-neural-networks可视化
Python 5
3 年前
https://static.github-zh.com/github_avatars/nicovandenhooff?size=40
nicovandenhooff / indoor-scene-detector

#计算机科学#This repository contains the source code for Indoor Scene Detector, a full stack deep learning computer vision application.

深度学习neural-networksimage-classificationimage-recognitionconvolutional-neural-networks机器学习PyTorchFlaskReactcaptum机器视觉github-pagesHeroku
Python 4
3 年前
https://static.github-zh.com/github_avatars/braindatalab?size=40
braindatalab / xai-tris

#计算机科学#XAI-Tris

人工智能benchmarkingcaptumexplainabilityexplainable-aiexplainable-mlinterpretabilityinterpretable-aiinterpretable-ml机器学习Pythonxai
Jupyter Notebook 3
2 个月前
https://static.github-zh.com/github_avatars/tsKenneth?size=40
tsKenneth / interpretable-graph-classification

Interpretable graph classifications using Graph Convolutional Neural Network

graph-neural-networksconvolutional-neural-networkscaptuminterpretable-machine-learning
GLSL 3
5 年前
https://static.github-zh.com/github_avatars/speediedan?size=40
speediedan / deep_classiflie

#自然语言处理#Deep Classiflie is a framework for developing ML models that bolster fact-checking efficiency. As a POC, the initial alpha release of Deep Classiflie generates/analyzes a model that continuously clas...

机器学习fact-checking自然语言处理transformer-architecturePyTorchcaptuminterpretabilitydata-engineering深度学习bokehmachine-learning-researchumaptwitter-botresearch-projectalbert数据库
Python 3
2 年前
https://static.github-zh.com/github_avatars/dg1223?size=40
dg1223 / explainable-ai

Model interpretability for Explainable Artificial Intelligence

model-interpretabilitycaptumimdb-moviespaCytorchsentiment-analysis
Jupyter Notebook 3
2 年前
https://static.github-zh.com/github_avatars/the-ahuja-lab?size=40
the-ahuja-lab / Odorify-webserver

#计算机科学#OdoriFy is an open-source tool with multiple prediction engines. This is the source code of the webserver.

深度学习explainable-aiwebservercaptum
Python 3
4 年前
https://static.github-zh.com/github_avatars/FilippoMB?size=40
FilippoMB / Tutorial_GNN_explainability

This in an introduction to PyTorch Geometric, the deep learning library for Graph Neural Networks, and to interpretability tools for analyzing the decision process of a GNN.

captumexplainabilityexplainable-aigeometric-deep-learninggraph-neural-networkspytorch-geometric教程tutorial-code
Jupyter Notebook 2
4 个月前
https://static.github-zh.com/github_avatars/speediedan?size=40
speediedan / deep_classiflie_db

#自然语言处理#Deep_classiflie_db is the backend data system for managing Deep Classiflie metadata, analyzing Deep Classiflie intermediate datasets and orchestrating Deep Classiflie model training pipelines. Deep_cl...

机器学习fact-checking自然语言处理transformer-architecturePyTorchcaptuminterpretabilitydata-engineering深度学习bokehmachine-learning-researchumaptwitter-botresearch-projectalbert数据库
Jupyter Notebook 1
4 年前
https://static.github-zh.com/github_avatars/k-forghani?size=40
k-forghani / pytorch-workshop

#计算机科学#PyTorch Beginner Workshop (Brad Heintz)

beginner深度学习PyTorchtensorboardworkshopcaptum
Jupyter Notebook 1
1 年前
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