model-explainability · GitHub Topics

#自然语言处理#Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

自然语言处理机器学习 explainable-ai transformers model-explainability transformers-model captum 深度学习神经网络 interpretability 机器视觉

Jupyter Notebook 1.36 k

2 年前

JoaoLages / diffusers-interpret

#计算机科学#Diffusers-Interpret 🤗🧨🕵️‍♀️: Model explainability for 🤗 Diffusers. Get explanations for your generated images.

机器视觉深度学习 diffusers diffusion explainable-ai image-generation interpretability model-explainability PyTorch text2image transformers

Jupyter Notebook 280

3 年前

awesome-mlops / awesome-ml-monitoring

#计算机科学#A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profiling data 🚀

mlops aiops DataOps datascience 机器学习 concept-drift data-cleaning data-drift data-management data-monitoring data-quality 数据科学深度学习 model-explainability model-management model-monitoring

1 年前

Arize-ai / client_python

A python library to send data to Arize AI!

ml-monitoring model-monitoring ai-monitoring performance-monitoring data-quality-monitoring ml-observability ai-observability model-explainability ai-roi

Python 56

2 天前

sMamooler / CLIP_Explainability

#计算机科学#code for studying OpenAI's CLIP explainability

机器视觉机器学习 model-explainability vision-language-transformer

Jupyter Notebook 33

4 年前

kdmsit / crysxpp

CrysXPP: An Explainable Property Predictor for Crystalline Materials (NPJ Computational Materials - 2022)

gnn graph-neural-networks materials-science model-explainability pretraining

Python 17

2 年前

openlayer-ai / openlayer-python

#计算机科学#The official Python library for Openlayer, the Continuous Model Improvement Platform for AI. 📈

人工智能 data-centric 机器学习 machine-learning-operations ml-infrastructure mlops model-deployment model-explainability synthetic-dataset-generation Tensorflow

Python 13

1 天前

Daniel-Andarge / AiML-financial-fraud-detection-model

The Fraud Detection project aims to improve identification of fraudulent activities in e-commerce and banking by developing advanced machine learning models that analyze transaction data, employ featu...

Python CI/CD eda feature-engineering flask-api lime model-explainability NumPy pandas scikit-learn shap SQL

Jupyter Notebook 8

4 个月前

Arize-ai / client_java

Java client to interact with Arize API

ml-monitoring model-monitoring ai-monitoring performance-monitoring data-quality-monitoring ml-observability model-observability ai-observability model-explainability ai-roi

Java 7

10 个月前

kkm24132 / ResponsibleAI

Capture fundamentals around ethics of AI, responsible AI from principle, process, standards, guidelines, ecosystem, regulation/risk standpoint.

bias fairness model-explainability responsible-ai

2 年前

zabir-nabil / What-If-Explainability

#计算机科学#Explaining Trees (LightGBM) with FastTreeShap (Shapley) and What if tool

lightgbm 机器学习 model-explainability

Jupyter Notebook 6

2 年前

arthur-ai / arthur-sandbox

Example projects for Arthur Model Monitoring Platform

ai-monitoring ai-observability ml-monitoring ml-observability model-explainability model-monitoring

Jupyter Notebook 5

2 年前

YusufCaymazZ / meovis

#计算机科学#Meovis is an open-source tool that helps you visualize, explain, and compare your machine learning models with clarity.

ai-tools 数据可视化 FastAPI lime 机器学习 mlops model-explainability model-interpretability Open Source React scikit-learn shap TypeScript

TypeScript 2

16 天前

Gianatmaja / Early-Fault-Detection-System

#计算机科学#A proof-of-concept for the implementation of an early fault detection system in oil wells, designed to enhance operational efficiency and reduce costs.

experiment-tracking 机器学习 model-explainability kedro

Python 2

2 年前

KyriakosPsa / Transfer-Learning-Vision

#计算机科学#Study on the performance of pre-trained models (VGG16, EfficientNetb0, ResNet50, ViT16) with weight fine tuning, as well as classical ML algorithms (Naive Bayes, Logistic Regression, Random Forest) o...

机器视觉深度学习 efficientnet 机器学习 model-explainability resnet-50 transfer-learning vgg16 vision-transformer

Jupyter Notebook 2

8 个月前

Gianatmaja / WhizML

#计算机科学#A reusable codebase for fast data science and machine learning experimentation, integrating various open-source tools to support automatic EDA, ML models experimentation and tracking, model inference,...

bias-detection data-drift 数据科学机器学习 model-explainability Object-oriented programming (OOP)experiment-tracking

Python 1

2 年前

Daniel-Andarge / AiML-walmart-sales-prediction-ml

#计算机科学#This project is a machine learning competition hosted on Kaggle platform, focused on forecasting Walmart's monthly and quarterly sales. We tasked with developing advanced predictive models to accurate...

data-preprocessing eda 机器学习 model-explainability Python scikit-learn Tensorflow

Jupyter Notebook 1

1 年前

pgplarosa / Predicting-User-Behavior-for-Marketing-Campaign

#计算机科学#Machine Learning Individual Project - November 23, 2021

imbalanced-data model-explainability 机器学习

HTML 1

3 年前

Ajay07pandey / Retail-sale-prediction-of-a-drug-store.

#计算机科学#Developed an efficient system using Regression Techniques to empower retailers with profitable insights & maintain a competitive edge in the dynamic retail industry.

data-cleaning data-wrangling feature-engineering 机器学习 regression NumPy pandas Python seaborn lime model-explainability shap

Jupyter Notebook 1

7 个月前

Gianatmaja / WhizML-CVD_Analysis

An application of the WhizML codebase for an analysis of cardiovascular disease risk.

classification 数据科学 Object-oriented programming (OOP)bias-detection model-explainability

Python 1

2 年前