mlflow-tracking | Topic | Ecosyste.ms: Repos

Topic: "mlflow-tracking"

ahmedbesbes/mlflow

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

Language: Jupyter Notebook - Size: 1.59 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 42 - Forks: 23

aws-samples/aws-mlflow-sagemaker-cdk

MLflow on AWS Fargate integrated with Amazon SageMaker.

Language: Jupyter Notebook - Size: 26 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 27 - Forks: 8

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.

Language: Jupyter Notebook - Size: 6.95 MB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 27 - Forks: 18

burakince/mlflow

Mlflow Docker Image

Language: Python - Size: 1.5 MB - Last synced at: about 19 hours ago - Pushed at: about 20 hours ago - Stars: 14 - Forks: 22

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.

Language: Jupyter Notebook - Size: 1.56 MB - Last synced at: 22 days ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 12

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

MLFlow End to End Workshop at Chandigarh University

Language: HTML - Size: 7.81 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 4

rejuvyesh/MLFlowLogger.jl

Basic wrapper to allow logging to MLFlow from Julia

Language: Julia - Size: 122 KB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 10 - Forks: 1

sagnik1511/Asteroid-Classification

Classifying asteroids based on NASA JPL data records

Language: Python - Size: 1.81 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 1

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.

Language: Jupyter Notebook - Size: 514 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1

cloudera/CML_AMP_MLFlow_Tracking

Experiment tracking with MLFlow.

Language: Python - Size: 251 KB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 14

felix-exel/kubeflow-pipeline

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

Language: Jupyter Notebook - Size: 8.79 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 3

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.

Language: Python - Size: 2.55 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 4 - Forks: 2

Narius2030/MLOps-Image-Captioning

An end-to-end MLOps pipeline to develop, train, and deploy an Image Caption model that automatically generates captions for images based on diverse datasets

Language: Python - Size: 2.57 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

JBris/pymc-mlflow-deployment

Testing deployment of PyMC models using MLFlow and BentoML.

Language: Python - Size: 119 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

Hsinghsudwal/mlops_rag_pipeline

A production-ready (RAG) pipeline with mlops integration

Language: Python - Size: 16.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

rahimizadeh/Linear-Regression-Prediction-Model-MLflow

A machine learning project demonstrating Linear Regression for salary prediction, with experiment tracking and model management using MLflow.

Language: Python - Size: 13.7 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

crate/mlflow-cratedb

MLflow adapter for CrateDB.

Language: Python - Size: 236 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 1

AnasAber/MLflow_with_RAG

Using MLflow to deploy your RAG pipeline, using LLamaIndex, Langchain and Ollama/HuggingfaceLLMs/Groq

Language: Python - Size: 60.7 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

muhammadadilnaeem/Chest-Cancer-Classification-Using-MLflow-and-DVC

This repository will contain source code of Chest Cancer Classification Using MLflow and DVC Project.

Language: Python - Size: 175 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

Md-Emon-Hasan/MLFlow-Basic-2.0

Framework for managing machine learning models using MLFlow, focusing on advanced model tracking, versioning, and experiment management.

Language: Jupyter Notebook - Size: 80.1 KB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

skp-1997/Image-Captioning-with-MLFLOW

This repository trains image captioning model using CNN and Transformers.

Language: Jupyter Notebook - Size: 1.54 MB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

kachiann/project-mlops

Predict bike-sharing demand using machine learning pipeline for MLOps-Zoomcamp project, optimizing bike distribution and availability.

Language: Jupyter Notebook - Size: 9.89 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

blaz-cerpnjak/traffic-flow-prediction

🌎 🚙📚 Predicting travel times and traffic density on a highway in Slovenia

Language: CSS - Size: 10.6 MB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

ronylpatil/mlflow-pipeline

Built an E2E MLFlow Pipeline & hosted on AWS.

Language: Python - Size: 950 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 5

quamernasim/Hindi-Language-AI-Chatbot-for-Enterprises-using-Qdrant-LangChain-Ollama-Llama3-FastText-and-MLFlow

RAG powered AI chatbot for Indian Language (Hindi) using LangChain, Ollama, Qdrant, and MLFlow

Language: Jupyter Notebook - Size: 269 KB - Last synced at: 10 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

MartinKalema/Kidney-Disease-Classification-MLflow-DVC

End to End Kidney Disease Classification

Language: Jupyter Notebook - Size: 159 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

JBris/mlflow-bentoml-integration

Testing the integration of MLFlow and BentoML

Language: Python - Size: 113 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

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.

Language: Jupyter Notebook - Size: 2.75 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ravin-d-27/MLOps_Project

Production Level MLOps Project for Titanic Dataset

Language: Python - Size: 57.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

KalyanM45/MLflow-Demo

This repository showcases machine learning experiment using MLflow, a powerful open-source platform for managing the end-to-end machine learning lifecycle. The experiment is designed to demonstrate best practices for tracking and managing machine learning projects, including experiment tracking.

Language: Python - Size: 4.88 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

JakubTomaszewski/Knowledge-Distillation-in-Semantic-Segmentation

Comparing performance of a small transformer model with and without Knowledge Distillation

Language: Python - Size: 26.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Pedro-A-D-S/concrete_strength_prediction

TechCon Experimentation with MLFlow and Dask

Language: Jupyter Notebook - Size: 7.04 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

AAKAAASSHHH24/CAT-DOG__classifier_CNN

CLASSIFY DOGS AND CATS IMAGES AND BUILT A WEB APP FOR THE SAME

Language: Jupyter Notebook - Size: 51.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

JBris/machine-learning-r

Some examples of running R in a Docker container with machine learning and MLOps features

Language: R - Size: 1.05 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

JBris/tidymodels-mlflow-targets-docker

Run tidyverse, tidymodels, targets, carrier, and MLFlow within Docker

Language: Shell - Size: 8.79 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

JBris/mlflow-docker

Launch an MLFlow server through Docker

Language: Shell - Size: 4.88 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

PatrickCmd/mlops-project

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

Language: Jupyter Notebook - Size: 1.67 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

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

Language: Jupyter Notebook - Size: 9.11 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

codebasics/ner-resume-parser

A tutorial for NER Resume Parser to get the keywords out of a resume.

Size: 1.95 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 2

tnwei/mlflow-docker

Plug and play MLflow experiment tracking with Minio artifact store

Language: Shell - Size: 6.84 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

nicholas-dinicola/genre_classification

Machine Learning MLOps Engineer course exercise.

Language: Python - Size: 6.98 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

DARK-art108/Mlops-with-Wafer

Working with Mlops Tools like Mlflow,Kubeflow and others

Language: Makefile - Size: 28.3 KB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

Nilanshrajput/Intent_classification

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

Language: Python - Size: 258 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

Wizo17/contextual_rag_application

RAG Application with Contextual Retrieval and Lexical Retrieval.

Language: Python - Size: 85.3 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

githubjacky/llm-research

A minimum Python package built on top of the LangChain framework to interact with LLM.

Language: Python - Size: 164 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

mylena13s/MLOps

Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

DavidScanu/mlflow-server-devcontainer

Vous trouverez dans ce dépôt, tous les éléments nécessaires pour démarrer un serveur MLflow dans un codespace (Dev Container).

Language: Dockerfile - Size: 1.81 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

spuerta10/MLOpsCreditRisk

Implementación de técnicas de MLOps para la puesta en producción de un modelo de riesgo crediticio. Contiene pipelines para el entrenamiento, validación, despliegue y monitoreo del modelo, además de documentación sobre la infraestructura utilizada y estrategias para la automatización del ciclo de vida del modelo.

Language: Jupyter Notebook - Size: 1.18 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Ramapr/model_factory

service

Language: Python - Size: 67.4 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

SayamAlt/TMDB-Movies-End-to-End-ETL-and-ML-Pipeline

This project encompasses end-to-end ETL and ML pipeline development. Data ingestion from TMDB API covered top-rated, current, upcoming, and popular movies with genres. Performed EDA to derive several valuable insights and observations. Developed a regression model with 97% r2 score to predict average movie ratings accurately.

Language: Python - Size: 15.6 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

A13xt4y10r/mlops

MlOps demo project

Language: Jupyter Notebook - Size: 2.89 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

omrylcn/mlkit

Modular, Reusable, Trackable ML Development and Deployment

Language: Python - Size: 400 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

SathvikNayak123/image-classification-with-MLOps

End-toEnd Data Science Project with Transfer Learning and MLOps

Language: Jupyter Notebook - Size: 157 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

yuvraj-solanki-2406/mlflow-dagshub

Language: Python - Size: 1.95 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

SayamAlt/Airline-Passenger-Satisfaction-Classification

Successfully developed a machine learning model to predict Airline Passenger Satisfaction by building an end-to-end MLOps pipeline. It integrates DVC for data versioning, a Dockerfile for containerization, and CI/CD using GitHub Actions for automated deployment.

Language: Jupyter Notebook - Size: 53.5 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

data-pioneer/MLops-Chest-Disease-Classification-from-Chest-CT-Scan-Image-

Implementation of MLops pipeline for Chest Disease Classification from Chest CT Scan Images using computer vision Vgg16 pretrained Image classification model. further perform deployment on AWS EC2 using Docker, CI/CD Jenkins tool, using Flask as front end interface.

Language: Jupyter Notebook - Size: 97.2 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

MartinKalema/MIIA-Pothole-Image-classification

Refactory Final

Language: Jupyter Notebook - Size: 83.8 MB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

malleswarigelli/Chest_Disease_Image_Classification_

Build end-to-end DL pipeline for computer vision (Image classification) for “Chest Disease Classification from Chest CT Scan Images” and deploy Flask web app to AWS EC2 with Docker and CI/CD tool: Jenkins

Language: Jupyter Notebook - Size: 104 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Netcodez/Climate-Prediction-Pipeline

Predicting London's climate using machine learning techniques. This project aims to forecast mean temperature in Celsius (°C) using various regression models and logging experiments with MLflow

Language: Jupyter Notebook - Size: 3.72 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

manoharpalanisamy/MLFlow-Basic-Operation

Automating machine learning experiment tracking with MLFlow on AWS and Dagshub.

Language: Python - Size: 15.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

MartinKalema/mlflow_test

Getting familiar with mflow

Language: Python - Size: 18.6 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

githubjacky/data-science-template

This is my python template for data science.

Language: Python - Size: 164 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ahmedelsayed968/COVID-Outcome-Prediction

Language: Jupyter Notebook - Size: 2.34 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

lordmathis/mlflow-plugin-proxy-auth

Mlflow Proxy-Authorization plugin

Language: Python - Size: 10.7 KB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

imenbkr/mlops-project

A Machine Learning project to predict the success or failure of startups based on data by using ensemble modeling techniques, MLflow for tracking experiments, Docker for containerization.

Language: Python - Size: 2.18 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Sukumar9944/Department-wide-Sales-Prediction-and-Holiday-Markdown-Effects

This project focuses on predicting department-wide sales for each store for the upcoming year while also considering the impact of markdowns during holiday weeks. The goal is to provide valuable insights to assist in decision-making and offer recommended actions to maximize business impact.

Language: Jupyter Notebook - Size: 18.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0