ml:visualizing_neural_networks

Table of Contents

Visualizing Neural Networks
- Software
- Related Pages

Visualizing Neural Networks

Karpathy et al 2015 - Visualizing and Understanding Recurrent Networks
Strobelt et al 2016 - LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks demo
(Also the Transformer visualization demos at ACL 2020)
Tenney et al 2020 - The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Model
Langedijk et al 2023 - DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers

Software

BERTViz Zekun used. Works in Colab.
LSTMViz (great)

Related Pages

ml/visualizing_neural_networks.txt · Last modified: 2024/06/28 03:58 by jmflanig