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mlflow-tracking

Here are 70 public repositories matching this topic...

mlflow

ahmedbesbes / mlflow

Introduction to MLflow with a demo locally and how to set it on AWS

mlflow mlflow-tracking-server mlflow-tracking

Updated Mar 7, 2021
Jupyter Notebook

alfozan / mlflow-example

This repository provides an example of dataset preprocessing, GBRT (Gradient Boosted Regression Tree) model training and evaluation, model tuning and finally model serving (REST API) in a containerized environment using MLflow tracking, projects and models modules.

scikit-learn gbrt mlflow mlflow-models mlflow-docker mlflow-tracking mlflow-projects

Updated Aug 7, 2022
Jupyter Notebook

aws-samples / aws-mlflow-sagemaker-cdk

MLflow on AWS Fargate integrated with Amazon SageMaker.

nginx aws cdk sagemaker fargate mlflow mlflow-tracking

Updated Jul 8, 2024
Jupyter Notebook

PatrickCmd / mlops-project

An end-to-end machine learning (mlops) project

docker machine-learning makefile machine-learning-algorithms orchestration-framework prefect mlops mlflow-tracking-server mlflow-tracking

Updated Aug 5, 2022
Jupyter Notebook

burakince / mlflow

Mlflow Docker Image

docker machine-learning ai docker-image ml model-management mlflow mlflow-tracking-server mlflow-docker mlflow-tracking

Updated Jul 12, 2023
Python

ashishpatel26 / MLflow_End_to_End_Example

MLflow is Open source platform for the machine learning lifecycle so here you can learn MLflow End to End Example with Prediction.

scikit-learn xgboost mlflow mlflow-tracking mlflow-example

Updated Jun 14, 2022
Jupyter Notebook

ashishpatel26 / MLFlow-End-to-End-Workshop-at-Chandigarh-University

MLFlow End to End Workshop at Chandigarh University

docker machine-learning ai apache-spark ml model-management mlops mlflow mlflow-server mlflow-tracking

Updated Feb 3, 2023
HTML

rejuvyesh / MLFlowLogger.jl

Basic wrapper to allow logging to MLFlow from Julia

mlflow-tracking

Updated Apr 6, 2024
Julia

sagnik1511 / Asteroid-Classification

Classifying asteroids based on NASA JPL data records

visualization machine-learning docker-image classification dvc mlops mlflow-tracking ci-workflows

Updated Jun 14, 2022
Python

ovokpus / Income-Prediction-Pipeline

Online Prediction Machine Learning System designed, deployed and maintained with MLOps Practices. Goal of the project is to predict individuals income based on census data.

python docker cloud-computing machinelearning batch-processing prefect flask-restapi mlops mlflow-tracking evidently

Updated Sep 12, 2022
Jupyter Notebook

felix-exel / kubeflow-pipeline

Kubeflow Pipeline along with MLflow Tracking on a time series forecasting example.

tensorflow kubeflow mlflow tensorflow2 kubeflow-pipelines mlflow-docker mlflow-tracking mlflow-kubernetes

Updated Jun 29, 2021
Jupyter Notebook

cloudera / CML_AMP_MLFlow_Tracking

Experiment tracking with MLFlow.

experiment-tracking mlflow-tracking mlflow-ui

Updated Oct 2, 2023
Python

Chandru-21 / LLMOps

This project(RAG) focuses on operationalizing LLMs by integrating OpenAI, MLflow, FastAPI, and RAGAS for evaluation. It allows users to deploy and manage LLMs, track model runs, and log evaluation metrics in MLflow. The project also features MLflow traces that logs all the user inputs ,responses ,retrieved contexts ,and other essential metrices.

openai rag mlflow fastapi mlflow-tracking llm llmops genai ragas

Updated Oct 28, 2024
Python

RihabFekii / wildfire-smoke-detector

Training a YOLOv8 model for wildfire smoke detection.

machine-learning data-pipeline dvc mlflow-tracking

Updated Apr 11, 2023
Python

Pedro-A-D-S / concrete_strength_prediction

TechCon Experimentation with MLFlow and Dask

datascience machinelearning dask mlflow mlflow-tracking

Updated Aug 8, 2023
Jupyter Notebook

JBris / pymc-mlflow-deployment

Testing deployment of PyMC models using MLFlow and BentoML.

docker devops hydra minio pymc bayesian-inference boto3 botocore bayesian-statistics minio-server mlops mlflow mlflow-tracking-server bentoml mlflow-tracking bentoml-service mlops-workflow pymc-experimental

Updated Mar 10, 2024
Python

gersongerardcruz / animal_face_classification

This is an end-to-end animal face classification model with Keras, KerasTuner, Mlflow, SQLite, Streamlit, and FastAPI which can classify animal faces as either cat, dog or wildlife

python deep-learning sqlite-database keras image-classification fastapi animal-classification streamlit kerastuner mlflow-tracking

Updated Mar 2, 2023
Python

aminbenmansour / e2e-insurance-cross-sell-prediction-automl

Using a stack of powerful tools to build an End-to-End AutoML pipeline for insurance cross-sell prediction

machine-learning h2o-automl fastapi streamlit mlflow-tracking

Updated Jan 31, 2022
Jupyter Notebook

at0m-b0mb / Mlflow-TensorFlow-Image-Classification-Guide

The MLflow TensorFlow Guide is an educational project. This project demonstrates how to build, train, and manage a TensorFlow machine learning model using MLflow, a powerful open-source platform for the end-to-end machine learning lifecycle.

machine-learning tensorflow image-classification image-recognition model-checking mlflow mlflow-tracking mlflow-projects mlflow-ui

Updated Feb 6, 2024
Jupyter Notebook

Nilanshrajput / Intent_classification

Intent Classification with Hugging Face, Mlfow experiment tracking, Behavioural testing of models with checklist

nlp checklist transformers pytorch behaviour-testing bias-detection huggingface mlflow-tracking

Updated Nov 18, 2020
Python

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