innvestigate
Analysis toolkit
A toolbox to help understand neural networks' predictions by providing different analysis methods and a common interface.
A toolbox to iNNvestigate neural networks' predictions!
1k stars
34 watching
233 forks
Language: Python
last commit: 11 months ago
Linked from 2 awesome lists
Related projects:
Repository | Description | Stars |
---|---|---|
fgxaos/pytorch-innvestigate | PyTorch implementation of an explainability technique for deep neural networks | 9 |
abitdodgy/gibran | A natural language processing toolkit with tokenization and Levenshtein distance functionality | 65 |
numaproj/numalogic | A collection of machine learning models and tools for real-time time series data analytics and anomaly detection | 167 |
basilesimon/datajournalists-toolbox | A collection of curated tools and resources for datajournalists to analyze and visualize their data | 43 |
bayesnet/bnt | Provides a set of tools and algorithms for Bayesian networks in MATLAB | 468 |
ledger-donjon/lascar | A Python library designed to facilitate side-channel analysis by providing classes and functions to simplify the process. | 376 |
olivierlar/miningsuite | A comprehensive framework for signal, audio and music analysis in Matlab | 53 |
nmtimme/neuroscience-information-theory-toolbox | A toolbox for performing information theory analyses of neuroscience data | 69 |
coralnet/coralnet | A website and toolset for image analysis and machine learning, providing resources and documentation. | 54 |
pdaian/mev | A toolset for modeling and analyzing the extractable value of mining operations using Python. | 126 |
vocalpy/vak | A Python framework for training and applying neural networks to acoustic communication research | 78 |
canlab/canlabcore | A collection of core tools and functionalities for neuroimaging analysis in MATLAB. | 149 |
arviz-devs/arviz | A Python package for exploring and analyzing Bayesian models in data science | 1,611 |
abhik/pebl | A Python library and command line application for learning Bayesian network structures from observational data. | 104 |
jd-aig/nlp_baai | A collection of natural language processing models and tools for collaboration on a joint project between BAAI and JDAI. | 252 |