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proxy.golang.org "interpretability" keyword

Top 5.6% on proxy.golang.org
github.com/microsoft/responsible-ai-toolbox v0.36.0
Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment us...
49 versions - Latest release: over 1 year ago - 1,631 stars on GitHub
Top 5.7% on proxy.golang.org
github.com/ModelOriented/modelStudio v3.1.2+incompatible 💰
📍 Interactive Studio for Explanatory Model Analysis
14 versions - Latest release: about 3 years ago - 334 stars on GitHub
Top 5.7% on proxy.golang.org
github.com/modeloriented/modelstudio v3.1.2+incompatible 💰
📍 Interactive Studio for Explanatory Model Analysis
14 versions - Latest release: about 3 years ago - 334 stars on GitHub
Top 5.4% on proxy.golang.org
github.com/google/yggdrasil-decision-forests/yggdrasil_decision_forests/port/go v1.5.0
A library to train, evaluate, interpret, and productionize decision forest models such as Random ...
54 versions - Latest release: over 2 years ago - 612 stars on GitHub
Top 5.7% on proxy.golang.org
github.com/kundajelab/deeplift v0.6.6-alpha
Public facing deeplift repo
9 versions - Latest release: over 7 years ago - 861 stars on GitHub
Top 5.7% on proxy.golang.org
github.com/frgfm/torch-cam v0.4.1 💰
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Scor...
9 versions - Latest release: 4 months ago - 2,259 stars on GitHub
Top 5.6% on proxy.golang.org
github.com/linkedin/fasttreeshap v0.1.6
Fast SHAP value computation for interpreting tree-based models
6 versions - Latest release: over 2 years ago - 538 stars on GitHub
Top 9.6% on proxy.golang.org
github.com/csinva/imodels v2.3.0+incompatible
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-co...
36 versions - Latest release: over 3 years ago - 1,244 stars on GitHub
Top 5.9% on proxy.golang.org
github.com/google-deepmind/penzai v0.2.5
A JAX research toolkit for building, editing, and visualizing neural networks.
12 versions - Latest release: 11 months ago - 1,818 stars on GitHub
Top 8.2% on proxy.golang.org
github.com/tensorflow/lucid v0.3.10
A collection of infrastructure and tools for research in neural network interpretability.
20 versions - Latest release: almost 5 years ago - 4,696 stars on GitHub
Top 5.7% on proxy.golang.org
github.com/ModelOriented/DALEX v1.0.0 💰
moDel Agnostic Language for Exploration and eXplanation (JMLR 2018; JMLR 2021)
2 versions - Latest release: about 5 years ago - 1,445 stars on GitHub
Top 6.7% on proxy.golang.org
github.com/tensorflow/decision-forests v1.12.0
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decis...
8 versions - Latest release: 12 months ago - 650 stars on GitHub
Top 6.7% on proxy.golang.org
github.com/csinva/imodelsX v1.0.11
Interpret text data using LLMs (scikit-learn compatible).
2 versions - Latest release: 7 months ago - 170 stars on GitHub
Top 5.7% on proxy.golang.org
github.com/deel-ai/xplique v1.5.1
👋 Xplique is a Neural Networks Explainability Toolbox
13 versions - Latest release: 25 days ago - 702 stars on GitHub
Top 6.7% on proxy.golang.org
github.com/pbiecek/dalex v1.0.0 💰
moDel Agnostic Language for Exploration and eXplanation
2 versions - Latest release: about 5 years ago - 1,338 stars on GitHub
Top 5.6% on proxy.golang.org
github.com/sdm-tib/interpretme v1.3.2
An interpretable machine learning pipeline over knowledge graphs
9 versions - Latest release: over 2 years ago - 27 stars on GitHub
Top 6.7% on proxy.golang.org
github.com/sergioburdisso/pyss3 v0.6.5
A Python library for Interpretable Machine Learning in Text Classification using the SS3 model, w...
23 versions - Latest release: 5 months ago - 344 stars on GitHub
Top 5.7% on proxy.golang.org
github.com/sicara/tf-explain v0.3.1
Interpretability Methods for tf.keras models with Tensorflow 2.x
6 versions - Latest release: over 4 years ago - 1,035 stars on GitHub
Top 6.7% on proxy.golang.org
github.com/csinva/imodelsx v1.0.11
Interpret text data using LLMs (scikit-learn compatible).
2 versions - Latest release: 7 months ago - 170 stars on GitHub
Top 8.2% on proxy.golang.org
github.com/maif/shapash v2.7.10+incompatible
🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent ...
50 versions - Latest release: 8 months ago - 2,955 stars on GitHub
Top 5.6% on proxy.golang.org
github.com/iancovert/sage v0.0.6
For calculating global feature importance using Shapley values.
1 version - Latest release: about 2 years ago - 278 stars on GitHub
Top 5.8% on proxy.golang.org
github.com/MisaOgura/flashtorch v0.1.3
Visualization toolkit for neural networks in PyTorch! Demo -->
12 versions - Latest release: almost 6 years ago - 742 stars on GitHub
Top 8.2% on proxy.golang.org
github.com/EthicalML/xai v0.3.0
XAI - An eXplainability toolbox for machine learning
3 versions - Latest release: 3 months ago - 1,200 stars on GitHub
Top 6.7% on proxy.golang.org
github.com/stanfordnlp/pyreft v0.1.0
Stanford NLP Python library for Representation Finetuning (ReFT)
10 versions - Latest release: about 1 year ago - 1,512 stars on GitHub
Top 5.7% on proxy.golang.org
github.com/interpretml/interpret v0.7.5
Fit interpretable models. Explain blackbox machine learning.
63 versions - Latest release: about 1 month ago - 6,793 stars on GitHub
Top 5.6% on proxy.golang.org
github.com/inseq-team/inseq v0.7.0
Interpretability for sequence generation models 🐛 🔍
9 versions - Latest release: about 1 month ago - 438 stars on GitHub
Top 8.2% on proxy.golang.org
github.com/MAIF/shapash v2.7.10+incompatible
🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent ...
50 versions - Latest release: 8 months ago - 2,924 stars on GitHub
Top 6.6% on proxy.golang.org
github.com/interpretml/gam-changer v0.1.13
Editing machine learning models to reflect human knowledge and values
12 versions - Latest release: over 2 years ago - 115 stars on GitHub
Top 5.7% on proxy.golang.org
github.com/modeloriented/dalex v1.0.0 💰
moDel Agnostic Language for Exploration and eXplanation (JMLR 2018; JMLR 2021)
2 versions - Latest release: about 5 years ago - 1,445 stars on GitHub
Top 6.7% on proxy.golang.org
github.com/slundberg/shap v0.50.0
A game theoretic approach to explain the output of any machine learning model.
35 versions - Latest release: 4 months ago - 21,937 stars on GitHub
Top 6.6% on proxy.golang.org
github.com/microsoft/responsible-ai-widgets v0.36.0
Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment us...
49 versions - Latest release: over 1 year ago - 1,241 stars on GitHub
Top 5.8% on proxy.golang.org
github.com/stellargraph/stellargraph v1.2.1
StellarGraph - Machine Learning on Graphs
24 versions - Latest release: over 5 years ago - 3,027 stars on GitHub
Top 5.6% on proxy.golang.org
github.com/shap/shap v0.50.0
A game theoretic approach to explain the output of any machine learning model.
35 versions - Latest release: 4 months ago - 24,636 stars on GitHub
Top 8.2% on proxy.golang.org
github.com/pytorch/captum v0.8.0
Model interpretability and understanding for PyTorch
10 versions - Latest release: about 1 year ago - 5,416 stars on GitHub
Top 5.8% on proxy.golang.org
github.com/misaogura/flashtorch v0.1.3
Visualization toolkit for neural networks in PyTorch! Demo -->
12 versions - Latest release: almost 6 years ago - 742 stars on GitHub
Top 6.7% on proxy.golang.org
github.com/pbiecek/DALEX v1.0.0 💰
moDel Agnostic Language for Exploration and eXplanation
2 versions - Latest release: about 5 years ago - 1,338 stars on GitHub
Related Keywords
machine-learning 26 explainable-ai 14 explainability 13 explainable-ml 12 xai 12 deep-learning 10 visualization 10 data-science 8 interpretable-machine-learning 8 ml 8 iml 7 python 7 ai 7 explanatory-model-analysis 6 responsible-ai 6 fairness 6 model-visualization 6 shap 5 gradient-boosting 5 explainable-artificial-intelligence 5 pytorch 5 natural-language-processing 4 artificial-intelligence 4 tensorflow 4 responsible-ml 4 predictive-modeling 4 scikit-learn 4 explanations 4 dalex 4 black-box 4 cnn 3 saliency-map 3 text-classification 3 shapley 3 interpretable-ml 3 random-forest 3 language-model 3 huggingface 3 transparency 3 neural-networks 3 interpretable-deep-learning 2 data-analysis 2 bias 2 transformer-models 2 text 2 neural-network 2 natural-language-understanding 2 interpretable-ai 2 keras 2 feature-importance 2 data-visualization 2 error-analysis 2 fairness-ai 2 fairness-ml 2 jupyter 2 machinelearning 2 ui 2 widget 2 widgets 2 explainable 2 explainable-machine-learning 2 human 2 interactive 2 interactivity 2 interpretable 2 lime 2 ethical-artificial-intelligence 2 machine-learning-algorithms 2 decision-trees 2 decision-forest 2 r 2 model 2 machine 2 learning 2 ss3-classifier 1 downsampling 1 text-labeling 1 imodels 1 bias-evaluation 1 text-mining 1 tf2 1 feature-attribution 1 stellargraph-library 1 networkx 1 link-prediction 1 heterogeneous-networks 1 graphs 1 graph-neural-networks 1 graph-machine-learning 1 graph-data 1 graph-convolutional-networks 1 graph-analysis 1 geometric-deep-learning 1 gcn 1 transformers 1 sequence-to-sequence 1 large-language-models 1 language-generation 1 generative-ai 1 captum 1