machine-learning-explainability

There are 4 repositories under machine-learning-explainability topic.

EthicalML / xai
XAI - An eXplainability toolbox for machine learning
explainability xai ml ai bias artificial-intelligence bias-evaluation explainable-ai explainable-ml machine-learning machine-learning-explainability interpretability xai-library evaluation imbalance upsampling downsampling feature-importance
Language:Python 1057
minotor
datarmada / minotor
Open source software for machine learning production monitoring : maintain control over production models, detect bias, explain your results.
machine-learning machine-learning-library production-engineering machine-learning-production monitoring monitoring-tool machine-learning-explainability data-monitoring observability production-ai explainable-ai
Language:JavaScript 21
oracle-samples / automlx
This repository contains demo notebooks (sample code) for the AutoMLx (automated machine learning and explainability) package from Oracle Labs.
python ai automl data-science explainability machine-learning oracle automlx automated-machine-learning fairness fairness-ai interpretability machine-learning-explainability mlx classification hyperparameter-optimization regression tuning timeseries-forecasting unsupervised-anomaly-detection
20
MauroLuzzatto / explainy
explainy is a Python library for generating machine learning model explanations for humans
machine-learning python machine-learning-explainability data-science explanation scikit-learn
Language:Python 16
hmdprs / data-scientist
A Minimalist RoadMap to the Data Science World
data-science python pandas data-visualization machine-learning feature-engineering deep-learning bigquery geospatial-analysis machine-learning-explainability sklearn numpy nlp
Language:Jupyter Notebook 13
Amey-Thakur / KAGGLE
Kaggle Courses - All Exercises of the respective courses.
amey ameythakur courses data-cleaning data-manipulation data-science data-visualization deep-learning feature-engineering intro-to-ml kaggle machine-learning machine-learning-explainability python
Language:Jupyter Notebook 7
medoidai / interpretable-machine-learning-blog-notebooks
Notebook examples from "A Practical Overview of Interpretable Machine Learning" blog post.
interpretable-machine-learning artificial-intelligence deep-learning machine-learning machine-learning-explainability
Language:Jupyter Notebook 5
alinasahoo / technocolabs-internship-prerequisites
This repository contains all the pre-requisite notebooks for my internship as a Machine Learning Developer at Technocolabs. It includes some of the micro-courses from kaggle.
data-cleaning data-visualization data-manipulation machine-learning machine-learning-explainability feature-engineering
Language:Jupyter Notebook 4
GhadaElkhawaga / ConsisXAI
ConsisXAI is an implementation of a technique to evaluate global machine learning explainability (XAI) methods based on feature subset consistency
machine-learning machine-learning-explainability explainable-ai xai xai-evaluation
Language:Python 2
DecafSunrise / Yeah-Right
Sarcasm Classifier & ML Explainability tool
classifier classifier-model explainability lime machine-learning-explainability nlp nlp-machine-learning
Language:Jupyter Notebook 1
jarred13 / Predicting_Quality_of_Wine
Using data to help us choice high quality wine
classification deep-learning dense-layers extreme-gradient-boosting keras machine-learning machine-learning-explainability uci-dataset wine wine-quality wine-quality-prediction
Language:Jupyter Notebook 1
Superar / HumorRecognitionPT
humor-classification humor-detection machine-learning machine-learning-explainability natural-language-processing
Language:Jupyter Notebook 1
jarred13 / Deeplearning_and_Diabetes
Using Deep Learning and other Machine Learning models to predict if someone has diabetes
classification deep-learning diabetes-prediction eli5 healthcare keras machine-learning machine-learning-explainability pandas seaborn tabular-data tensorflow
Language:Jupyter Notebook 0
MauroLuzzatto / algorithmic-explanations
This project uses algorithms from Machine Learning Explainability to generate automated text explanations – Work in Progress
machine-learning-explainability explainy
Language:Python 0
nguyentp / mlexplain
Summarize "Interpretable Machine Learning" book.
interpretability explanation machine-learning machine-learning-explainability
Language:Jupyter Notebook 0
xmlx-io / .github
XMLX GitHub configuration
iml interpretable-machine-learning machine-learning-interpretability interpretable-ml explainable-machine-learning explainable-ml machine-learning-explainability xai explainable-artificial-intelligence explainable-ai
0