loglabs / mltrace-demoLinks
Python ML pipeline that showcases mltrace functionality.
โ28Updated 4 years ago
Alternatives and similar repositories for mltrace-demo
Users that are interested in mltrace-demo are comparing it to the libraries listed below
Sorting:
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.โ209Updated 3 years ago
- ๐ Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projectsโ82Updated 3 years ago
- Code accompanying the "Debugging machine learning in production" talkโ30Updated 3 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.โ37Updated 4 years ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.โ30Updated 3 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).โ96Updated 2 years ago
- Course for Interpreting ML Modelsโ52Updated 2 years ago
- Build fast gradio demos of fastai learnersโ35Updated 4 years ago
- NLP Examples using the ๐ค librariesโ40Updated 4 years ago
- A comprehensive reference for all topics related to building and maintaining microservicesโ67Updated 2 years ago
- Research repo for code that may or may not end up in fastai3โ50Updated 4 years ago
- The fast.ai data ethics courseโ17Updated 2 years ago
- Deploy FastAI Trained PyTorch Model in TorchServe and Host in Amazon SageMaker Inference Endpointโ73Updated 4 years ago
- GitHub Action That Retrieves Model Runs From Weights & Biasesโ60Updated 3 years ago
- The fastai book, 2nd edition (in progress)โ57Updated last year
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.โ92Updated 3 years ago
- A Collection of GitHub Actions That Facilitate MLOpsโ207Updated 3 years ago
- An open-source AutoML Library based on PyTorchโ307Updated last month
- A repository that showcases how you can use ZenML with Gitโ71Updated 3 months ago
- A collection of machine learning model cards and datasheets.โ81Updated last month
- โ30Updated 3 years ago
- ๐งช Simple data science experimentation & tracking with jupyter, papermill, and mlflow.โ183Updated last year
- A few baselines with a standard tabular modelโ38Updated 5 years ago
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).โ34Updated 3 years ago
- ๐ Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.โ151Updated last year
- Neural networks in pandasโ51Updated 3 years ago
- Distributed skorch on Ray Trainโ58Updated 3 years ago
- โ17Updated 3 years ago
- This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.โ118Updated last year
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning woโฆโ172Updated 2 years ago