simple-github-buttons
lucid
simple-github-buttons | lucid | |
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1 | 2 | |
10 | 4,613 | |
- | - | |
0.0 | 0.0 | |
over 3 years ago | about 1 year ago | |
Jupyter Notebook | ||
- | Apache License 2.0 |
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simple-github-buttons
lucid
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[D] Open source projects for interpretability
You should check out Captum for PyTorch: https://captum.ai/ and tf-explain or lucid (this one is the framework used by distill) for Tensorflow although I think they are both oriented towards Vision interpretability (not sure if you are looking for that).
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[D] Objective of openAIs Microscope
The optimization objective is trying to find the image that maximizes the activation of a chosen channel/neuron. It uses a process similar to the one in the Lucid (tensorflow) / Lucent (pytorch) library. There are great notebooks included with the libraries and this article has an in-depth explanation of the optimization objectives.
What are some alternatives?
group_button - :sweat_drops: Flutter custom widget to make a group buttons. Included Radio and CheckBox buttons.
captum - Model interpretability and understanding for PyTorch
Hello-Kaggle - For someone who is new at Kaggle
shap - A game theoretic approach to explain the output of any machine learning model.
100DaysOfML - 100 Days Of Machine Learning. New Content in every 1-2 day and projects every week. The massive 100DaysOfML in building
machine-learning-experiments - 🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
lucent - Lucid library adapted for PyTorch
pyprobml - Python code for "Probabilistic Machine learning" book by Kevin Murphy
ML-Workspace - 🛠 All-in-one web-based IDE specialized for machine learning and data science.
Animender - An AI that recommends anime based on personal history.
align-transformers - This is an old library. Try pyvene instead!