Lucid Alternatives

Similar projects and alternatives to lucid

lucent

5 586 0.0 Python lucid VS lucent

Lucid library adapted for PyTorch
captum

11 4,568 8.6 Python lucid VS captum

Model interpretability and understanding for PyTorch
InfluxDB

www.influxdata.com sponsored

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.
shap

38 21,580 9.4 Jupyter Notebook lucid VS shap

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

8 1,599 2.6 Jupyter Notebook lucid VS machine-learning-experiments

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
pyprobml

3 6,243 6.2 Jupyter Notebook lucid VS pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy
ML-Workspace

7 3,324 2.7 Jupyter Notebook lucid VS ML-Workspace

🛠 All-in-one web-based IDE specialized for machine learning and data science.
Animender

2 4 0.0 Jupyter Notebook lucid VS Animender

An AI that recommends anime based on personal history.
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
align-transformers

1 0 10.0 Jupyter Notebook lucid VS align-transformers

Discontinued This is an old library. Try pyvene instead!

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better lucid alternative or higher similarity.

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lucid reviews and mentions

Posts with mentions or reviews of lucid. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-10.

[D] Open source projects for interpretability
1 project | /r/MachineLearning | 28 Apr 2021

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).
[D] Objective of openAIs Microscope
2 projects | /r/MachineLearning | 10 Apr 2021

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.