Aletheia
A Python package for unwrapping ReLU DNNs
AI summary
ReLU unwrapper
A tool to explain complex neural networks by unwrapping their ReLU layers
- stars
- 71
- forks
- 20
- watching
- 7
Similar projects
Found by comparing what the projects do, not just their names.
Neural network wrapper
Provides a Python interface to integrate neural networks with scikit-learn, making it easier to use deep learning libraries like Lasagne.
ML toolkit
A Python toolbox for developing and diagnosing interpretable machine learning models with low-code and high-code APIs.
Neural network interpreter
An Explainable AI toolbox that provides various methods and tools to understand and interpret the behavior of neural networks
Image rectifier
A deep learning network designed to correct rolling shutter distortions in images
Deep learning API
An API wrapper around MatConvNet that adds automatic differentiation for easy deep learning prototyping and research
lxtgh/omg-seg1.3K
Visual Model
Develops an end-to-end model for multiple visual perception and reasoning tasks using a single encoder, decoder, and large language model.
NLP Explanation Library
This is an open source PyTorch library providing tools and models to explain the predictions of deep neural networks for natural language processing tasks.
Model explainer
An ALE plot generation tool for explaining machine learning model predictions
uxmal/reko2.2K
Binary analyzer
A binary decompiler that analyzes and reverse-engineers machine code binaries from various processor architectures.
AI assistant
Decomposition and AI interface tool
Memory optimizer for deep learning models
A lightweight wrapper around PyTorch to prevent CUDA out-of-memory errors and optimize model execution
Neural Network Library
A Python library for implementing and training various neural network architectures
Parser library
An NLP parser with high accuracy models for multiple languages
Reshaper
A unified reshaping library for JAX and other frameworks.
ethicalml/xai1.1K
Bias analysis tool
An eXplainability toolbox for machine learning that enables data analysis and model evaluation to mitigate biases and improve performance