interpretml / interpret

Star

Open

Interpret

wh3nd1g0h commented Jul 29, 2020

Yes

microsoft / tensorwatch

Star

Open

How to use Watcher / WatcherClient over tcp/ip network? (ex. cloud - local)

2

orihime-kitajima commented Jul 3, 2019

How to use Watcher / WatcherClient over tcp/ip network?

Watcher seems to ZMQ server, and WatcherClient is ZMQ Client, but there is no API/Interface to config server IP address.
Do I need to implement a class that inherits from WatcherClient?

mindsdb / mindsdb

Star

Machine Learning in one line of code

machine-learning tensorflow ml pytorch artificial-intelligence ludwig automl explainable-ai explainable-ml xai xai-library

Updated Aug 20, 2020
Python

lopusz / awesome-interpretable-machine-learning

Star

data-science machine-learning interpretable-ai interpretable-ml explainable-ai xai interpretable-machine-learning

Updated Jul 9, 2020
Python

ModelOriented / DALEX

Star

moDel Agnostic Language for Exploration and eXplanation

black-box data-science machine-learning predictive-modeling interpretability explainable-artificial-intelligence explanations explainable-ai explainable-ml xai model-visualization interpretable-machine-learning iml dalex explanatory-model-analysis

Updated Aug 18, 2020
Python

Trusted-AI / AIX360

Star

Interpretability and explainability of data and machine learning models

machine-learning deep-learning artificial-intelligence ibm-research explainable-ai explainable-ml xai ibm-research-ai codait trusted-ai trusted-ml explainabil

Updated Aug 17, 2020
Python

maelfabien / Machine_Learning_Tutorials

Star

Code, exercises and tutorials of my personal blog ! 📝

python machine-learning statistics dataviz ai deep-learning tensorflow example keras tutorials pytorch explainable-ai

Updated Feb 18, 2020
Jupyter Notebook

EthicalML / xai

Star

XAI - An eXplainability toolbox for machine learning

machine-learning ai evaluation ml artificial-intelligence upsampling bias interpretability feature-importance explainable-ai explainable-ml xai imbalance downsampling explainability bias-evaluation machine-learning-explainability xai-library

Updated Oct 5, 2019
Python

interpretml / DiCE

Star

Generate Diverse Counterfactual Explanations for any machine learning model.

machine-learning deep-learning explainable-ai explainable-ml xai interpretable-machine-learning counterfactual-explanations

Updated Aug 18, 2020
Python

aerdem4 / lofo-importance

Star

Leave One Feature Out Importance

data-science machine-learning feature-selection feature-importance explainable-ai

Updated Jul 2, 2020
Python

idealo / cnn-exposed

Star

🕵️‍♂️ Interpreting Convolutional Neural Network (CNN) Results.

machine-learning computer-vision deep-learning neural-network explainable-ai interpretable-machine-learning

Updated Mar 29, 2019
Jupyter Notebook

ModelOriented / modelStudio

Star

📍 Interactive Studio for Explanatory Model Analysis

machine-learning predictive-modeling interactive-visualizations interpretability explainable-artificial-intelligence explainable-ai explainable-ml xai model-visualization interpretable-machine-learning iml explainability explanatory-model-analysis explainable-machine-learning

Updated Aug 17, 2020
R

suinleelab / path_explain

Star

A repository for explaining feature attributions and feature interactions in deep neural networks.

machine-learning tensorflow interpretable-deep-learning explainable-ai

Updated May 1, 2020
Jupyter Notebook

csinva / hierarchical-dnn-interpretations

Star

Using / reproducing ACD (ICLR 2019) from the paper "Hierarchical interpretations for neural network predictions"

python data-science machine-learning statistics deep-neural-networks ai deep-learning neural-network jupyter-notebook ml pytorch artificial-intelligence convolutional-neural-networks acd interpretation interpretability feature-importance explainable-ai iclr2019 explainability

Updated Jul 23, 2020
Jupyter Notebook

shijx12 / XNM-Net

Star

Pytorch implementation of "Explainable and Explicit Visual Reasoning over Scene Graphs "

scene-graph clevr visual-reasoning explainable-ai neural-module-networks cvpr2019

Updated Mar 17, 2019
Python

ScalaConsultants / Aspect-Based-Sentiment-Analysis

Star

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

machine-learning deep-learning sentiment-analysis tensorflow transformers interpretability aspect-based-sentiment-analysis explainable-ai explainable-ml distill bert-embeddings transformer-models

Updated Aug 19, 2020
Python

d909b / cxplain

Star

Causal Explanation (CXPlain) is a method for explaining the predictions of any machine-learning model.

machine-learning deep-learning interpretability explainable-ai explainable-ml explainability

Updated Jan 27, 2020
Python

laura-rieger / deep-explanation-penalization

Star

Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584