How to visualize neural networks
Neural Networks in general
- Tools to Design or Visualize Architecture of Neural Network
- Tensorboard: TensorBoard’s Graphs dashboard is a powerful tool for examining your TensorFlow model.
- TensorFlow Playground
- Netron is a viewer for neural network, deep learning and machine learning models.
- Deep Train Full knowledge and control of the train state.
TensforFlow JS
TensorSpace.js
Neural Network 3D Visualization Framework
TensorFlow Embedding Projector
Including interactive maps for Word2Vec, MNIST images, etc.
CNN
- Convolution Visualizer
CNN Explainer: You can upload your own image, visualize the inner workings of CNN and interact right from the browser.
- tf_cnnvis: A pretty good visualization tool, but requires a setup.
RNN
Word2Vec
- Illustrated Word2Vec good illustration of Word2Vec
- wevi: word embedding visual inspector
t-SNE
Computer Vision Explorer
- Computer Vision Explorer by Allen Institute very good tool to explore and visualize various computer vision tasks like classification, detection, image generation, etc.
NLP
- Language Interpretability Tool an open-source platform for visualization and understanding of NLP models.