Transformer-MM-Explainability VS explainerdashboard

Compare Transformer-MM-Explainability vs explainerdashboard and see what are their differences.

Transformer-MM-Explainability

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA. (by hila-chefer)
Transformers Transformer vqa detr Visualization explainability explainable-ai Interpretability lxmert visualbert clip
Source Code
Suggest alternative
Edit details

explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models. (by oegedijk)
Dash shap-values Dashboard model-predictions data-scientists explainer interactive-dashboards permutation-importances Shap Plotly inner-workings interactive-plots xai-library xai
Source Code
explainerdashboard.readthedocs.io
Suggest alternative
Edit details
InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured
Transformer-MM-Explainability explainerdashboard
3 2
704 2,228
- -
0.0 7.8
8 months ago 27 days ago
Jupyter Notebook Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

Transformer-MM-Explainability

Posts with mentions or reviews of Transformer-MM-Explainability. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-28.

explainerdashboard

Posts with mentions or reviews of explainerdashboard. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-28.

What are some alternatives?

When comparing Transformer-MM-Explainability and explainerdashboard you can also consider the following projects:

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

deepchecks - Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

TorchDrift - Drift Detection for your PyTorch Models

WeightWatcher - The WeightWatcher tool for predicting the accuracy of Deep Neural Networks

shap - A game theoretic approach to explain the output of any machine learning model.

clip-italian - CLIP (Contrastive Language–Image Pre-training) for Italian

backpack - BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.

pytea - PyTea: PyTorch Tensor shape error analyzer

delve - PyTorch model training and layer saturation monitor

cockpit - Cockpit: A Practical Debugging Tool for Training Deep Neural Networks

Transformer-MM-Explainability vs pytorch-grad-cam explainerdashboard vs deepchecks Transformer-MM-Explainability vs TorchDrift explainerdashboard vs WeightWatcher Transformer-MM-Explainability vs shap explainerdashboard vs TorchDrift Transformer-MM-Explainability vs clip-italian explainerdashboard vs backpack Transformer-MM-Explainability vs pytea explainerdashboard vs delve Transformer-MM-Explainability vs WeightWatcher explainerdashboard vs cockpit