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mlflow

Here are 460 public repositories matching this topic...

mlflow / mlflow

Open source platform for the machine learning lifecycle

machine-learning ai apache-spark ml model-management mlflow

Updated Dec 23, 2022
Python

microsoft / nlp-recipes

Natural Language Processing Best Practices & Examples

nlp machine-learning natural-language-processing deep-learning text-classification text best-practices natural-language nlu pretrained-models natural-language-inference natural-language-understanding sota transfomer nli azure-ml mlflow

Updated Aug 30, 2022
Python

databricks / koalas

Koalas: pandas API on Apache Spark

data-science big-data spark pydata pandas dataframe mlflow

Updated Dec 15, 2022
Python

aimhubio / aim

Aim 💫 — easy-to-use and performant open-source ML experiment tracker.

visualization python metadata data-science machine-learning ai tensorflow ml data-visualization pytorch tensorboard mlops mlflow experiment-tracking metadata-tracking

Updated Dec 23, 2022
TypeScript

ashleve / lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

config template research deep-learning neptune best-practices comet pytorch hydra tensorboard experiments reproducibility project-structure mlops mlflow experiment-tracking pytorch-lightning wandb

Updated Dec 21, 2022
Python

databricks / LearningSparkV2

This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]

spark apache-spark mllib structured-streaming spark-sql spark-mllib mlflow delta-lake

Updated Dec 12, 2021
Scala

SeldonIO / MLServer

An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

machine-learning scikit-learn xgboost lightgbm seldon-core mlflow kfserving

Updated Dec 23, 2022
Python

bansalkanav / Machine_Learning_and_Deep_Learning

visualization flask aws data-science machine-learning statistics sql mongodb cnn python3 deep-learning-algorithms data-analysis tutorial-code prefect sklearn-library pandas-python mlops mlflow streamlit

Updated Dec 21, 2022
Jupyter Notebook

mlops-platforms

thoughtworks / mlops-platforms

Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...

data-science machine-learning knime pachyderm databricks datarobot azureml h2oai dataiku seldon iguazio sagemaker kubeflow mlops mlflow google-ai-platform

Updated Nov 10, 2022

InfuseAI / crane

Crane is a easy-to-use and beautiful desktop application helps you build manage your container images.

docker aws gui container desktop ecr containerization container-image mlops mlflow primehub

Updated Jan 29, 2022
TypeScript

30lm32 / ml-projects

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

Updated Dec 15, 2020

Toumash / mlflow-docker

Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3

docker ai s3 ml minio mlflow mlflow-tracking-server mlflow-docker

Updated Dec 17, 2022
Python

eugeneyan / papermill-mlflow

🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.

python jupyter experimentation papermill mlflow

Updated Dec 8, 2022
Jupyter Notebook

Galileo-Galilei / kedro-mlflow

A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)

deployment versioning mlops mlflow kedro kedro-plugin kedro-mlflow kedro-hook

Updated Dec 22, 2022
Python

ai_quant_trade

charliedream1 / ai_quant_trade

(Eng. Incl.) 股票AI操盘手：包含股票知识、策略实例、机器学习、深度学习、C++部署和聚宽实例代码等，可以方便学习、模拟及实盘交易

python cpp tensorflow sklearn keras jupyter-notebook trading-bot pytorch trading-platform trading-strategies mlflow

Updated Dec 21, 2022
Jupyter Notebook

MBKraus / incremental_training

Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'

docker data-science airflow kafka docker-compose keras incremental-learning mlflow

Updated Nov 21, 2022
Python

k3ai

k3ai / k3ai

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.

devops machine-learning airflow artificial-intelligence datascience infrastructure-as-code notebooks kubeflow mlops mlflow

Updated Mar 5, 2022
Go

deep_autoviml

AutoViML / deep_autoviml

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.

python data-science machine-learning deep-learning tensorflow keras gcp automl tpot mljar mlflow autokeras tensorflow2 pycaret

Updated Oct 4, 2022
Python

jrzaurin / ml-pipeline

Using Kafka-Python to illustrate a ML production pipeline

machine-learning hyperparameter-optimization lightgbm hyperopt kafka-python mlflow

Updated Dec 8, 2022
Jupyter Notebook

zademn / mnist-mlops-learning

In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits

machine-learning mlops mlflow fastapi streamlit

Updated Oct 28, 2021
Python

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