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The Top 23 Python Explainable Ai Open Source Projects

Open source projects categorized as Python Explainable Ai
Categories > Explainable Ai
Pytorch Grad Cam ⭐ 8,723
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
dependent packages 10total releases 28most recent commit 4 months agopypi grad-cam} Downloads
Sahi ⭐ 3,340
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 12total releases 101most recent commit 3 months agopypi sahi} Downloads
Tensorwatch ⭐ 3,333
Debugging, monitoring and visualization for Python Machine Learning and Data Science
dependent packages 1total releases 14most recent commit 8 months agopypi tensorwatch} Downloads
Giskard ⭐ 2,509
🐢 The testing framework for ML models, from tabular to LLMs
total releases 76most recent commit 3 months ago
Pysr ⭐ 1,580
High-Performance Symbolic Regression in Python and Julia
total releases 165most recent commit 3 months ago
Dalex ⭐ 1,242
moDel Agnostic Language for Exploration and eXplanation
dependent packages 24total releases 29most recent commit 7 months ago
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44most recent commit 4 months agopypi imodels} Downloads
Awesome Interpretable Machine Learning ⭐ 856
most recent commit a year ago
Iccv 2023 Papers ⭐ 806
ICCV 2023 Papers: Discover cutting-edge research from ICCV 2023, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included. ⭐ support visual intelligence development!
most recent commit 3 months ago
Lofo Importance ⭐ 785
Leave One Feature Out Importance
dependent packages 2total releases 13most recent commit 3 months agopypi lofo-importance} Downloads
Xplique ⭐ 522
👋 Xplique is a Neural Networks Explainability Toolbox
total releases 3most recent commit 4 months ago
Facet ⭐ 483
Human-explainable AI.
total releases 27most recent commit 5 months ago
Machine_learning_tutorials ⭐ 421
Code, exercises and tutorials of my personal blog ! 📝
most recent commit 4 years ago
Aspect Based Sentiment Analysis ⭐ 413
💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)
total releases 8most recent commit a year ago
Datascience_artificialintelligence_utils ⭐ 369
Examples of Data Science projects and Artificial Intelligence use-cases
most recent commit 9 months ago
Tf Keras Vis ⭐ 286
Neural network visualization toolkit for tf.keras
dependent packages 2total releases 30most recent commit 7 months agopypi tf-keras-vis} Downloads
Vit Explain ⭐ 260
Explainability for Vision Transformers
most recent commit 2 years ago
Inseq ⭐ 254
Interpretability for sequence generation models 🐛 🔍
total releases 6most recent commit 3 months ago
Carla ⭐ 216
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
total releases 2most recent commit a year ago
Shapley ⭐ 198
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
dependent packages 1total releases 5most recent commit 10 months agopypi shapley} Downloads
Explainable Cnn ⭐ 196
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
total releases 10most recent commit 10 months ago
Whitebox ⭐ 184
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
most recent commit 9 months ago
Zennit ⭐ 151
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.
dependent packages 2total releases 15most recent commit 7 months agopypi zennit} Downloads
The 10 Most Depended On Python Explainable Ai Open Source Projects
Dalex ⭐ 1,242
moDel Agnostic Language for Exploration and eXplanation
dependent packages 24total releases 29latest release January 15, 2023most recent commit 7 months ago
Sahi ⭐ 3,340
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 12total releases 101latest release November 05, 2023most recent commit 3 months agopypi sahi} Downloads
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44latest release October 05, 2023most recent commit 4 months agopypi imodels} Downloads
Tf Keras Vis ⭐ 286
Neural network visualization toolkit for tf.keras
dependent packages 2total releases 30latest release October 06, 2023most recent commit 7 months agopypi tf-keras-vis} Downloads
Lofo Importance ⭐ 785
Leave One Feature Out Importance
dependent packages 2total releases 13latest release April 27, 2022most recent commit 3 months agopypi lofo-importance} Downloads
Tensorwatch ⭐ 3,333
Debugging, monitoring and visualization for Python Machine Learning and Data Science
dependent packages 1total releases 14latest release March 04, 2020most recent commit 8 months agopypi tensorwatch} Downloads
Shapley ⭐ 198
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
dependent packages 1total releases 5latest release April 28, 2022most recent commit 10 months agopypi shapley} Downloads
The 10 Latest Releases In Python Explainable Ai Open Source Projects
Inseq ⭐ 254
Interpretability for sequence generation models 🐛 🔍
total releases 6latest release December 07, 2023most recent commit 3 months ago
Giskard ⭐ 2,509
🐢 The testing framework for ML models, from tabular to LLMs
total releases 76latest release December 04, 2023most recent commit 3 months ago
Facet ⭐ 483
Human-explainable AI.
total releases 27latest release November 15, 2023most recent commit 5 months ago
Sahi ⭐ 3,340
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 12total releases 101latest release November 05, 2023most recent commit 3 months agopypi sahi} Downloads
Ceml ⭐ 35
CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox
total releases 11latest release October 30, 2023most recent commit 3 months ago
Tf Keras Vis ⭐ 286
Neural network visualization toolkit for tf.keras
dependent packages 2total releases 30latest release October 06, 2023most recent commit 7 months agopypi tf-keras-vis} Downloads
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44latest release October 05, 2023most recent commit 4 months agopypi imodels} Downloads
Te2rules ⭐ 25
Python library to explain Tree Ensemble models (TE) like XGBoost, using a rule list.
total releases 16latest release August 31, 2023most recent commit 4 months ago
Pysr ⭐ 1,580
High-Performance Symbolic Regression in Python and Julia
total releases 165latest release August 21, 2023most recent commit 3 months ago
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