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Top 4 model-interpretation open source projects
Dtreeviz
A python library for decision tree visualization and model interpretation.
✭ 1,857
Jupyter Notebook
visualization
data-science
machine-learning
random-forest
scikit-learn
xgboost
decision-trees
model-interpretation
InterpretDL
InterpretDL: Interpretation of Deep Learning Models,基于『飞桨』的模型可解释性算法库。
✭ 121
Jupyter Notebook
python
grad-cam
convolutional-neural-networks
visualizations
lime
paddlepaddle
model-interpretation
nlp-models
smoothgrad
explanations
vision-transformer
interpretation-algorithms
Active-Explainable-Classification
A set of tools for leveraging pre-trained embeddings, active learning and model explainability for effecient document classification
✭ 28
HTML
python
sklearn
word-embeddings
document-classification
flair
active-learning
model-interpretation
eli5
document-classifier
model-interpretability
chitra
A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.
✭ 210
python
visualization
machine-learning
deep-learning
tensorflow
image-processing
pytorch
image-classification
image-dataset
object-detection
hacktoberfest
bounding-boxes
model-interpretation
model-deployment
model-serving
model-visualization
gradcam
mlops
fastapi
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4
model-interpretation projects