captum

There are 0 repository under captum topic.

cdpierse / transformers-interpret
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
captum computer-vision deep-learning explainable-ai interpretability machine-learning model-explainability natural-language-processing neural-network nlp transformers transformers-model
Language:Jupyter Notebook 1307
inseq-team / inseq
Interpretability for sequence generation models 🐛 🔍
attribution-methods captum deep-learning explainable-ai generative-ai huggingface interpretability language-generation language-model large-language-models natural-language-processing sequence-to-sequence transformers
Language:Python 391
DFKI-NLP / thermostat
Collection of NLP model explanations and accompanying analysis tools
explainability interpretability natural-language-processing transformers datasets feature-attribution saliency-maps heatmaps captum explainable-nlp
Language:Jsonnet 145
copenlu / ALPS_2021
XAI Tutorial for the Explainable AI track in the ALPS winter school 2021
captum colab colab-notebook exercises explainability interpretability pytorch
Language:Jupyter Notebook 58
TannerGilbert / Model-Interpretation
Overview of different model interpretability libraries.
model-interpretation model-interpretability shap lime captum tf-explain
Language:Jupyter Notebook 46
robinvanschaik / interpret-flair
A small repository to test Captum Explainable AI with a trained Flair transformers-based text classifier.
captum explainable-ai flair integrated-gradients natural-language-processing text-classification
Language:Jupyter Notebook 26
richouzo / hate-speech-detection-survey
Trained Neural Networks (LSTM, HybridCNN/LSTM, PyramidCNN, Transformers, etc.) & comparison for the task of Hate Speech Detection on the OLID Dataset (Tweets).
nlp machine-learning deep-learning natural-language-processing twitter hatespeech offensive-language social-media hate-speech hate-speech-detection bert transformers huggingface captum xai
Language:Jupyter Notebook 20
jihyeonseong / SAI-board-by-streamlit
Cyber Security AI Dashboard
cybersecurity dashboard data-visualization python security security-dataset streamlit streamlit-dashboard lrp captum
Language:Jupyter Notebook 7
LuanAdemi / VisualGo
Training a CNN to recognize the current Go position with photorealistic renders
unet gogame pytorch python captum resnet blender3d
Language:Jupyter Notebook 7
CECNL / XBrainLab
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 deep-learning eeg electroencephalogram explanability mne python pytorch xai
Language:Python 5
esceptico / toxic
End-to-end toxic Russian comment classification
captum convolutional-neural-networks deep-learning hydra nlp pytorch streamlit text-classification visualization
Language:Python 5
nicovandenhooff / indoor-scene-detector
This repository contains the source code for Indoor Scene Detector, a full stack deep learning computer vision application.
captum computer-vision convolutional-neural-networks deep-learning flask github-pages heroku image-classification image-recognition machine-learning neural-networks pytorch react
Language:Python 4
braindatalab / xai-tris
XAI-Tris
artificial-intelligence benchmarking captum explainability explainable-ai explainable-ml interpretability interpretable-ai interpretable-ml machine-learning python xai innvestigate
Language:Jupyter Notebook 3
deep_classiflie
speediedan / deep_classiflie
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 classifies a single individual's statements (Donald Trump) using a single ground truth labeling source (The Washington Post). For statements the model deems most likely to be labeled falsehoods, the @DeepClassiflie twitter bot tweets out a statement analysis and model interpretation "report"
machine-learning fact-checking nlp transformer-architecture pytorch captum interpretability ml data-engineering deep-learning disinformation bokeh machine-learning-research ml-framework umap twitter-bot research-project albert machine-learning-analysis database
Language:Python 3
the-ahuja-lab / Odorify-webserver
OdoriFy is an open-source tool with multiple prediction engines. This is the source code of the webserver.
captum deep-learning explainable-ai olfaction webserver
Language:Python 3
tsKenneth / interpretable-graph-classification
Interpretable graph classifications using Graph Convolutional Neural Network
captum convolutional-neural-networks graph-neural-networks interpretable-machine-learning
Language:GLSL 3
dg1223 / explainable-ai
Model interpretability for Explainable Artificial Intelligence
model-interpretability ms-azure captum imdb-sentiment-analysis imdb-movie databricks-notebooks spacy torch download-dataset sentiment-analysis
Language:Jupyter Notebook 2
k-forghani / pytorch-workshop
PyTorch Beginner Workshop (Brad Heintz)
beginner captum deep-learning pytorch tensorboard workshop
Language:Jupyter Notebook 2
js-yoo / xai_kimst2020
"XAI를 위한 Attribution Method 접근법 분석 및 동향 Analysis and Trend of Attribution Methods for XAI" 에서 사용한 코드와 예시를 공개
xai xai-attribution smoothgrad captum
Language:Jupyter Notebook 1
LennardZuendorf / thesis-files
Collection of associated files for my bachelor thesis
captum jupyter-notebook machine-learning shap xai
Language:Jupyter Notebook 1
deep_classiflie_db
speediedan / deep_classiflie_db
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_classiflie_db includes data scraping modules for the initial model data sources. Deep Classiflie depends upon deep_classiflie_db for much of its analytical and dataset generation functionality but the data system is currently maintained as a separate repository here to maximize architectural flexibility. Depending on how Deep Classiflie evolves (e.g. as it supports distributed data stores etc.), it may make more sense to integrate deep_classiflie_db back into deep_classiflie. Currently, deep_classiflie_db releases are synchronized to deep_classiflie releases. To learn more, visit deepclassiflie.org.
albert bokeh captum data-engineering database deep-learning disinformation fact-checking interpretability machine-learning machine-learning-analysis machine-learning-research ml ml-framework nlp pytorch research-project transformer-architecture twitter-bot umap
Language:Jupyter Notebook 1
manyue-zhang / Frontend-for-Captum
Based on the papers "Interpretability Beyond Feature Attribution: QuantitativeTestingwithConceptActivationVectors(TCAV)" and Captum's instantiation https://captum.ai/docs/captum_insights, we developed this frontend for the Captum project based on the streamlit framework.
captum deep-learning python streamlit tcav webapp
0
R-N / covid-forecasting-joint-learning
COVID-19 forecasting model for East Java cities using Joint Learning
covid-19 forecasting pytorch captum optuna joint-learning deep-learning machine-learning python indonesia
Language:Python 0
ProGamerGov / captum-tutorials
captum deep-learning interpretability neural-style-transfer style-transfer
Language:Jupyter Notebook
yuneg11 / Interpretability-Metrics
Interpretability Metrics
interpretability captum pytorch metrics degradation
Language:Python

captum

cdpierse / transformers-interpret

inseq-team / inseq

DFKI-NLP / thermostat

copenlu / ALPS_2021

TannerGilbert / Model-Interpretation

robinvanschaik / interpret-flair

richouzo / hate-speech-detection-survey

jihyeonseong / SAI-board-by-streamlit

LuanAdemi / VisualGo

CECNL / XBrainLab

esceptico / toxic

nicovandenhooff / indoor-scene-detector

braindatalab / xai-tris

speediedan / deep_classiflie

the-ahuja-lab / Odorify-webserver

tsKenneth / interpretable-graph-classification

dg1223 / explainable-ai

k-forghani / pytorch-workshop

js-yoo / xai_kimst2020

LennardZuendorf / thesis-files

speediedan / deep_classiflie_db

manyue-zhang / Frontend-for-Captum

R-N / covid-forecasting-joint-learning

ProGamerGov / captum-tutorials

yuneg11 / Interpretability-Metrics