Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: model-explainability

Repositories

Arize-ai/client_python

A python library to send data to Arize AI!

Language: Python - Size: 51.2 MB - Last synced: about 8 hours ago - Pushed: about 8 hours ago - Stars: 41 - Forks: 10

awesome-mlops/awesome-ml-monitoring

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

Size: 4.88 KB - Last synced: 2 days ago - Pushed: 16 days ago - Stars: 51 - Forks: 6

cdpierse/transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

Language: Jupyter Notebook - Size: 7.87 MB - Last synced: 5 days ago - Pushed: 9 months ago - Stars: 1,213 - Forks: 93

sMamooler/CLIP_Explainability

code for studying OpenAI's CLIP explainability

Language: Jupyter Notebook - Size: 470 MB - Last synced: about 2 months ago - Pushed: over 2 years ago - Stars: 10 - Forks: 1

JoaoLages/diffusers-interpret

Diffusers-Interpret 🤗🧨🕵️‍♀️: Model explainability for 🤗 Diffusers. Get explanations for your generated images.

Language: Jupyter Notebook - Size: 77.5 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 259 - Forks: 13

openlayer-ai/examples-gallery

Sample notebooks that use the Openlayer Python API

Language: Jupyter Notebook - Size: 17.9 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 18 - Forks: 0

kkm24132/ResponsibleAI

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

Size: 9.09 MB - Last synced: 2 months ago - Pushed: 11 months ago - Stars: 5 - Forks: 1

AndrewDettor/Powerlifter-Deadlift-Regression

Predict which powerlifters will have the highest one-rep-max deadlift

Language: Jupyter Notebook - Size: 15.1 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

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, model explainability, bias, and data drift analysis.

Language: Python - Size: 59.6 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

Gianatmaja/WhizML-CVD_Analysis

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

Language: Python - Size: 5.08 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

Arize-ai/client_java

Java client to interact with Arize API

Language: Java - Size: 326 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 7 - Forks: 0

Gianatmaja/Early-Fault-Detection-System

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

Language: Python - Size: 4.07 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

arthur-ai/arthur-sandbox

Example projects for Arthur Model Monitoring Platform

Language: Jupyter Notebook - Size: 50.1 MB - Last synced: 2 days ago - Pushed: about 1 year ago - Stars: 3 - Forks: 2

jcguidry/NFL-game-win-prediction-logit-R

Writeup on classification model for predicting outcomes of NFL games, focusing on explainability. (+ project writeup)

Size: 4.57 MB - Last synced: 30 days ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

KyriakosPsa/Transfer-Learning-Vision

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) on a dataset of 6.806 fungi microscopy Images utilizing Pytorch.

Language: Jupyter Notebook - Size: 115 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 1