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143 search results found
Vevestax
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24
2 Lines of code to track ML experiments + EDA + check into Github
Mlops Template
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24
Generic repository template for small scale MLOps
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
Aml Workspace
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22
GitHub Action that allows you to create or connect to your Azure Machine Learning Workspace.
Bodywork Ml Pipeline Project
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21
Deployment template for a continuous training pipeline.
Mlnet Workshop
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21
ML.NET Workshop to predict car sales prices
Mldevops
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20
ML DevOps using GitHub Actions and Azure Machine Learning
Xvc
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20
A robust (🐢) and fast (🐇) MLOps tool for managing data and pipelines in Rust (🦀)
Ml Workflow Automation
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20
Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.
Mlrepa Library
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19
ML REPA Library: MLOps and ML Engineering Solutions for Success
Cli
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19
Polyaxon Core Client & CLI to streamline MLOps
Aml Compute
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18
GitHub Action that allows you to attach, create and scale Azure Machine Learning compute resources.
Oreilly Transformers Nlp Mlops
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17
Session on MLOps
Explainit
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17
A modern, enterprise-ready business intelligence web application
Aml Run
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17
GitHub Action that allows you to submit a run to your Azure Machine Learning Workspace.
Smartpipeline
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16
A framework for rapid development of robust data pipelines following a simple design pattern
Composable Logs
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16
Python library to run ML/data pipelines on stateless compute infrastructure (that may be ephemeral or serverless). Please see the documentation site with more details and demo:
Snapperml
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15
SnapperML is a framework for machine learning. It has many functionalities including scalability through docker instances and reproducibility.
Awesome Ai Tutorials
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15
The best collection of AI tutorials to make you a boss of Data Science!
Metaflowbot
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13
Slack bot for monitoring your Metaflow flows!
Aml Registermodel
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13
GitHub Action that allows you to register models to your Azure Machine Learning Workspace.
Azure Automl Mlops
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13
Get started with Automated Machine Learning (AutoML) and Machine Learning Operations (MLOps) in Azure Machine Learning
E2eml Cookiecutter
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12
A generic template for building end-to-end machine learning projects
Bpmn.ai Patterns
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12
Integration patterns - Using AI in business processes
Data Science Cell Training
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12
This is the official repository of the Data Science 📊 Cell Training journey provided by the CIT Club.
Metaflow Card Notebook
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12
Render Jupyter Notebooks With Metaflow Cards
Xp
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12
ML Experimentation Platform
Awesome Ml Monitoring
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11
A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profiling data 🚀
Gate
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10
Drift detection module for machine learning pipelines.
Nifi
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10
Production Grade Nifi & Nifi Registry. Deploy for VM (Virtual Machine) with Terraform + Ansible, Helm & Helmfile for Kubernetes (EKS)
Anomaly Detection Pipeline Kedro
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8
Anomaly Detection Pipeline with Isolation Forest model and Kedro framework
Mlops
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8
Framework for building ML apps
Mlops
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8
Open-source tool for tracking & monitoring machine learning models.
Ml Ops Kafka
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8
Kafka variant of the MLOps Level 1 stack
Online Learning For Data Scientists
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8
This repo lists important knowledge pointers for data engineers, machine learning engineers, and data scientists. Main objective is to help them navigate new knowledge and adapt to new tech trends with ease using publicly shared documents/ blogs.
Bodywork Pymc3 Project
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8
Serving Uncertainty with Bayesian inference, using PyMC3 with Bodywork
Clusterless
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8
Clusterless is a tool for scheduling decentralized, scalable, and secure data pipelines for continuously arriving data, across clouds.
Mlops
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7
Use GitHub to facilitate automation, collaboration and reproducibility in your machine learning workflows.
Bodywork Serve Model Project
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7
Deployment template for serving a ML model as web-service with a REST API.
Template Starter
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7
A template for a starter project for ZenML
Machinealgobox
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6
Explore common ML algorithms, from scratch implementations to real-world use cases, Each algorithm is accompanied by clear explanations, code implementations, and real-world use cases, enabling you to grasp their underlying principles and apply them to different problem domains.
Bodywork Batch Job Project
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6
Deployment template for batch-scoring a dataset with a pre-trained ML model.
Yt Watch History
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6
Analyse your YouTube watch history using Data Science, ML and NLP.
Kubego Notebooks
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6
Fast and easy Jupyter notebooks
Iot Device Identification
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6
This project contains the production ready Machine Learning(Deep Learning) solution for detecting and classifying an IoT device connecting the network
Scalable Data Science
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5
Scalable Data Science: The state of DataOps / MLOps in 2018
Bodywork Scikit Fastapi Project
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5
Deploy Scikit-Learn models on Kubernetes, using FastAPI with Bodywork.
Tessellate
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5
A data engineering cli for reading and writing data to/from multiple locations across multiple formats.
Bodywork Mlops Demo
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5
Demonstrating how Bodywork can be used to deploy a simulation of the lifecycle of a train-and-serve ML pipeline, responding to new data undergoing concept drift.
Opsml
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5
Python MLOPs quality control tooling for your production ML workflows
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