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Search results for mlflow
mlflow
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116 search results found
Mlflow
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16,343
Open source platform for the machine learning lifecycle
Nlp Recipes
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6,335
Natural Language Processing Best Practices & Examples
Aim
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4,497
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
Koalas
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3,291
Koalas: pandas API on Apache Spark
Optscale
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854
MLOps and FinOps platform to run ML/AI experiments and regular cloud workloads with optimal performance and cost.
Ai_quant_trade
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819
股票AI操盘手:从学习、模拟到实盘,一站式平台。包含股票知识、策略实例、因子挖掘、传统策略、机器学习
Learningsparkv2
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570
This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]
Mlserver
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562
An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more
Machine_learning_and_deep_learning
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492
Data On Eks
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439
DoEKS is a tool to build, deploy and scale Data Platforms on Amazon EKS
Mlops Platforms
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308
Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
Ml Projects
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243
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
Mlflow Docker
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205
Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3
Crane
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199
Crane is a easy-to-use and beautiful desktop application helps you build manage your container images.
Whitebox
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184
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
Kedro Mlflow
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175
A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)
Papermill Mlflow
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165
🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
Atom
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137
Automated Tool for Optimized Modelling
Yet Another Lightning Hydra Template
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129
Flexible and scalable template based on PyTorch Lightning + Hydra. Efficient workflow and reproducibility for rapid ML experiments.
Deep_autoviml
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117
Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.
Coolgraph
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103
Make GNN easy to start with
Incremental_training
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96
Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
Mlflow Easyauth
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77
Deploy MLflow with HTTP basic authentication using Docker
Fasttrackml
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77
Experiment tracking server focused on speed and scalability
Mlops
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75
The repository contains a list of projects which I will work on while learning and implementing MLOps.
Ml Pipeline
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74
Using Kafka-Python to illustrate a ML production pipeline
K3ai
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69
A lightweight tool to get an AI Infrastructure Stack up in minutes not days. K3ai will take care of setup K8s for You, deploy the AI tool of your choice and even run your code on it.
Fuseml
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61
FuseML aims to provide an MLOps framework as the medium dynamically integrating together the AI/ML tools of your choice. It's an extensible tool built through collaboration, where Data Engineers and DevOps Engineers can come together and contribute with reusable integration code.
Domino Research
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59
Projects developed by Domino's R&D team
Dstoolkit Mlops Databricks
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58
ML Ops Accelerator: Databricks & Azure Machine Learning Unification
Mlsync
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55
Sync your ML data with your favorite productivity tools!
Comet For Mlflow
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52
Comet-For-MLFlow Extension
Mlflow Docker Compose
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52
Deploy mlflow with docker-compose
Mnist Mlops Learning
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51
In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits
Mlflow Tracking Server
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51
MLFLow Tracking Server based on Docker and AWS S3
Geochemistrypi
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49
an open-sourced highly automated machine learning Python framework for data-driven geochemistry discovery
Azure Databricks Mlops Mlflow
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44
Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.
Mlops
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43
MLOps template with examples for Data pipelines, ML workflow management, API development and Monitoring.
Ml_exp_tracking_benchmark
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38
Evaluate wandb, tensorboard, neptune, mlflow, etc
One Click Mlflow
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38
A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command
Azure Databricks
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37
Azure Databricks - Advent of 2020 Blogposts
Stackn
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36
A minimalistic and pluggable machine learning platform for Kubernetes.
Mlflowclient.jl
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35
Julia client for MLFlow.
Ml Workflow
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35
A hands-on case study for demonstrating the stages involved in a machine learning project, from EDA to production.
Mlflow Server
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34
MLflow Tracking Server with basic auth deployed in AWS App Runner.
Mlflow Rest Client
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33
Python client for MLflow REST API
Docker Mlflow Server
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33
a docker image of the MLflow server component
Serving Machine Learning Models
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33
This repository contains instructions, template source code and examples on how to serve/deploy machine learning models using various frameworks and applications such as Docker, Flask, FastAPI, BentoML, Streamlit, MLflow and even code on how to deploy your machine learning model as an android app.
Five Minute Midas
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32
Predicting Profitable Day Trading Positions using Decision Tree Classifiers. scikit-learn | Flask | SQLite3 | pandas | MLflow | Heroku | Streamlit
Mlf Core
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31
CPU and GPU deterministic and therefore fully reproducible machine learning pipelines using MLflow.
Awesome Mlops
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30
All the available resources to master MLOPS from scratch
Docker_mlflow_db
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29
A ready-to-run Docker container setup to quickly provide MLflow as a service, with PostgreSQL, AWS S3, and NGINX
Pywedge
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29
Makes Interactive Chart Widget, Cleans raw data, Runs baseline models, Interactive hyperparameter tuning & tracking
Mlflow Gocd
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28
GoCD plugins to work with MLFlow as model repository in a CD flow
Ml Azuredatabricks
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24
Collection of Machine Learning Examples for Azure Databricks
Vevestax
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24
2 Lines of code to track ML experiments + EDA + check into Github
Aws Mlflow Sagemaker Cdk
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24
MLflow on AWS Fargate integrated with Amazon SageMaker.
End To End Automl Insurance
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23
An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell
Mlops Best Practices
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23
Practical guide to build end-to-end machine learning pipeline and deploy your model in production,
Cartpole Rl Remote
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22
CartPole game by Reinforcement Learning, a journey from training to inference
Kedro Mlflow Tutorial
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21
A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and serve kedro pipeline
Sagemaker Studio Mlflow Integration
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19
Oci Mlflow
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18
The Oracle Cloud Infrastructure (OCI) MLflow plugin empowers users of OCI by providing seamless integration with OCI resources, allowing them to effectively manage the entire life cycle of their machine learning use cases.
Mlflow Redisai
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18
RedisAI integration for MLFlow
Hpoflow
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17
Tools for Optuna, MLflow and the integration of both.
Mlops Lab Example Yelp
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16
MLOps Lab Example using PyTorch to predict Yelp Reviews
Kubeflow Installation On Windows 10
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15
Kubeflow installation on windows 10/11
Svoe
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15
A scalable, declarative, low-code framework for real-time and batch feature calculation/management (quant finance, anomaly/fraud detection, etc.), predictive ML training/inference and simulation. Built on top of Ray
Mlflow Watsonml
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15
MLflow deployment plugin For IBM-cloud-watson-ml
Fastapi Mlflow
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15
Deploy mlflow models as JSON APIs with minimal new code
Lightning Mlflow Hf
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14
Use QLoRA to tune LLM in PyTorch-Lightning w/ Huggingface + MLflow
Mlflow Example
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14
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.
Mlflow_tutorial
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13
Managing machine learning life-cycle with MLflow tutorial
Dvc_dask_use_case
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13
A use case of a reproducible machine learning pipeline using Dask, DVC, and MLflow.
Arcuate
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12
Delta Sharing + MLflow for ML model & experiment exchange (arcuate delta - a fan shaped river delta)
Scaling Machine Learning Course
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12
Scaling Machine Learning in Three Week course in a collaboration with O'Reilly following the guidance of Adi Polak's book - Scaling Machine Learning with Spark
Mlflow On Azure
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12
Project to deploy MLflow Tracking Server on an Azure Web App for Containers (Linux).
Samay_yantra
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11
Stolen programs from Rohit Mehra's Time Machine from Krish(2006) for future weather prediction at Beutenberg
Databricks Kubernetes Online Inference Poc
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10
End-to-end proof of concept showing core MLOps practices to develop, deploy and monitor a machine learning model for online inference scenarios using Databricks and Kubernetes on Microsoft Azure.
Ondemandmlflowtrainandserve
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9
A solution for on-demand training and serving of Machine Learning models, using Azure Databricks and MLflow
Liga
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9
Liga: Let Data Dance with ML Models
Prinz
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8
Prinz provides ML integrations for Nussknacker.
Mlflow_tracking_server
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8
Ready to use configuration mlflow tracking server + local S3 storage based on Docker and Minio
Mlops Engineering In Action
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8
Reference code base for ML Engineering in Action, Manning Publications Author: Ben Wilson
Tmls Workshop
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8
Toronto Machine Learning MLflow Workshop
Ml Ops Kafka
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8
Kafka variant of the MLOps Level 1 stack
Mlops
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8
Open-source tool for tracking & monitoring machine learning models.
Financial Data Project In Azure
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8
Free High-Quality Financial Data in Azure
Ner
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8
Deployable NER with BERT served over HTTP API
Mlflow Deployments
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8
Source code for the post Effortless deployments with MLFlow, showcasing how logging models using MLFLow can provide you want to easily deploy them in production later.
Pythor
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7
Template for projects in PyTorch powered with PyTorch Lightning, Telegrad and MLflow. Get updates on mobile and streamline PyTorch code for research.
Mlflow Minio H2o Example
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7
MLflow-tracking server example with Minio and H2O
Mlflow
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7
Mlflow Docker Image
End2endautomaticspeechrecognition
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7
In this repository, I have developed an end to end Automatic speech recognition project. I have developed the neural network model for automatic speech recognition with PyTorch and used MLflow to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a central model registry.
Web Crawler Detection
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7
Final project of Rahnema College internship. Crawler detection using unsupervised learning methods.
Predicting Fraud In Financial Payment Services
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7
Build and deploy a model that predicts whether a transaction is a fraud or not
Xallennlp
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7
Expanded AllenNLP
Bigbertha
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7
BigBertha is an architecture design that demonstrates how automated LLMOps (Large Language Models Operations) can be achieved on any Kubernetes cluster using open source container-native technologies 🌟
Employee Retention Databricks Kubernetes Poc
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6
End-to-end proof of concept showing core MLOps practices to develop, deploy and monitor a machine learning model for an employee retention workload using Databricks and Kubernetes on Microsoft Azure.
Yt Watch History
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6
Analyse your YouTube watch history using Data Science, ML and NLP.
1-100 of 116 search results
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