pytest-visual VS tf-explain

Compare pytest-visual vs tf-explain and see what are their differences.

pytest-visual

A visual testing framework for ML with automated change detection (by pytest-visual)
Deep Learning Machine Learning pytest-plugin visual-testing Visualization
Source Code
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tf-explain

Interpretability Methods for tf.keras models with Tensorflow 2.x (by sicara)
Interpretability Deep Learning Tensorflow Tf2 Keras Visualization Machine Learning
Source Code
tf-explain.readthedocs.io
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pytest-visual tf-explain
1 1
16 1,007
- 0.0%
8.7 0.0
about 1 month ago almost 2 years ago
Python 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.
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pytest-visual

Posts with mentions or reviews of pytest-visual. We have used some of these posts to build our list of alternatives and similar projects.
  • [P] Elevate Your ML Testing with pytest-visual
    1 project | /r/MachineLearning | 27 Oct 2023
    I’ve developed a tool called pytest-visual, aiming to make ML code testing more efficient and meaningful. Traditional unit testing often misses visual and functional aspects of ML workflows such as data augmentation and model structures.

tf-explain

Posts with mentions or reviews of tf-explain. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing pytest-visual and tf-explain you can also consider the following projects:

chitra - A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

CleanTF2plus - Clean TF2's sequel

torchview - torchview: visualize pytorch models

horovod - Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

dvclive - 📈 Log and track ML metrics, parameters, models with Git and/or DVC

jarconfig - combined scripts for tf2

nannyml - nannyml: post-deployment data science in python

nhcustom - nhcustom is a program whose purpose is to modify the Team Fortress 2 mod "no-hats-bgum".

tfgraphviz - A visualization tool to show a TensorFlow's graph like TensorBoard

tfops-aug - TFOps-Aug: Implementation of policy-based image augmentation techniques based on TF2 Operations. All augmentations as efficient Tensorflow 2.11.0 operations. Easy integration into a tf.data API pipeline.

receptive_field_analysis_toolbox - A toolbox for receptive field analysis and visualizing neural network architectures

pytest-visual vs chitra tf-explain vs CleanTF2plus pytest-visual vs torchview tf-explain vs horovod pytest-visual vs dvclive tf-explain vs jarconfig pytest-visual vs nannyml tf-explain vs nhcustom pytest-visual vs tfgraphviz tf-explain vs tfops-aug pytest-visual vs receptive_field_analysis_toolbox