proxy.golang.org "interpretability" keyword
Top 5.6% on proxy.golang.org
49 versions - Latest release: over 1 year ago - 1,631 stars on GitHub
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
14 versions - Latest release: about 3 years ago - 334 stars on GitHub
github.com/ModelOriented/modelStudio v3.1.2+incompatible 💰
📍 Interactive Studio for Explanatory Model Analysis14 versions - Latest release: about 3 years ago - 334 stars on GitHub
Top 5.7% on proxy.golang.org
14 versions - Latest release: about 3 years ago - 334 stars on GitHub
github.com/modeloriented/modelstudio v3.1.2+incompatible 💰
📍 Interactive Studio for Explanatory Model Analysis14 versions - Latest release: about 3 years ago - 334 stars on GitHub
Top 5.4% on proxy.golang.org
54 versions - Latest release: over 2 years ago - 612 stars on GitHub
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
9 versions - Latest release: over 7 years ago - 861 stars on GitHub
github.com/kundajelab/deeplift v0.6.6-alpha
Public facing deeplift repo9 versions - Latest release: over 7 years ago - 861 stars on GitHub
Top 5.7% on proxy.golang.org
9 versions - Latest release: 4 months ago - 2,259 stars on GitHub
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
6 versions - Latest release: over 2 years ago - 538 stars on GitHub
github.com/linkedin/fasttreeshap v0.1.6
Fast SHAP value computation for interpreting tree-based models6 versions - Latest release: over 2 years ago - 538 stars on GitHub
Top 9.6% on proxy.golang.org
36 versions - Latest release: over 3 years ago - 1,244 stars on GitHub
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
12 versions - Latest release: 11 months ago - 1,818 stars on GitHub
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
20 versions - Latest release: almost 5 years ago - 4,696 stars on GitHub
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
2 versions - Latest release: about 5 years ago - 1,445 stars on GitHub
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
8 versions - Latest release: 12 months ago - 650 stars on GitHub
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
2 versions - Latest release: 7 months ago - 170 stars on GitHub
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
13 versions - Latest release: 25 days ago - 702 stars on GitHub
github.com/deel-ai/xplique v1.5.1
👋 Xplique is a Neural Networks Explainability Toolbox13 versions - Latest release: 25 days ago - 702 stars on GitHub
Top 6.7% on proxy.golang.org
2 versions - Latest release: about 5 years ago - 1,338 stars on GitHub
github.com/pbiecek/dalex v1.0.0 💰
moDel Agnostic Language for Exploration and eXplanation2 versions - Latest release: about 5 years ago - 1,338 stars on GitHub
Top 5.6% on proxy.golang.org
9 versions - Latest release: over 2 years ago - 27 stars on GitHub
github.com/sdm-tib/interpretme v1.3.2
An interpretable machine learning pipeline over knowledge graphs9 versions - Latest release: over 2 years ago - 27 stars on GitHub
Top 6.7% on proxy.golang.org
23 versions - Latest release: 5 months ago - 344 stars on GitHub
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
6 versions - Latest release: over 4 years ago - 1,035 stars on GitHub
github.com/sicara/tf-explain v0.3.1
Interpretability Methods for tf.keras models with Tensorflow 2.x6 versions - Latest release: over 4 years ago - 1,035 stars on GitHub
Top 6.7% on proxy.golang.org
2 versions - Latest release: 7 months ago - 170 stars on GitHub
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
50 versions - Latest release: 8 months ago - 2,955 stars on GitHub
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
1 version - Latest release: about 2 years ago - 278 stars on GitHub
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
12 versions - Latest release: almost 6 years ago - 742 stars on GitHub
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
3 versions - Latest release: 3 months ago - 1,200 stars on GitHub
github.com/EthicalML/xai v0.3.0
XAI - An eXplainability toolbox for machine learning3 versions - Latest release: 3 months ago - 1,200 stars on GitHub
Top 6.7% on proxy.golang.org
10 versions - Latest release: about 1 year ago - 1,512 stars on GitHub
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
63 versions - Latest release: about 1 month ago - 6,793 stars on GitHub
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
9 versions - Latest release: about 1 month ago - 438 stars on GitHub
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
50 versions - Latest release: 8 months ago - 2,924 stars on GitHub
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
12 versions - Latest release: over 2 years ago - 115 stars on GitHub
github.com/interpretml/gam-changer v0.1.13
Editing machine learning models to reflect human knowledge and values12 versions - Latest release: over 2 years ago - 115 stars on GitHub
Top 5.7% on proxy.golang.org
2 versions - Latest release: about 5 years ago - 1,445 stars on GitHub
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
35 versions - Latest release: 4 months ago - 21,937 stars on GitHub
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
49 versions - Latest release: over 1 year ago - 1,241 stars on GitHub
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
24 versions - Latest release: over 5 years ago - 3,027 stars on GitHub
github.com/stellargraph/stellargraph v1.2.1
StellarGraph - Machine Learning on Graphs24 versions - Latest release: over 5 years ago - 3,027 stars on GitHub
Top 5.6% on proxy.golang.org
35 versions - Latest release: 4 months ago - 24,636 stars on GitHub
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
10 versions - Latest release: about 1 year ago - 5,416 stars on GitHub
github.com/pytorch/captum v0.8.0
Model interpretability and understanding for PyTorch10 versions - Latest release: about 1 year ago - 5,416 stars on GitHub
Top 5.8% on proxy.golang.org
12 versions - Latest release: almost 6 years ago - 742 stars on GitHub
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
2 versions - Latest release: about 5 years ago - 1,338 stars on GitHub
github.com/pbiecek/DALEX v1.0.0 💰
moDel Agnostic Language for Exploration and eXplanation2 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