mlflow

There are 31 repositories under mlflow topic.

mlflow / mlflow
Open source platform for the machine learning lifecycle
ai apache-spark machine-learning ml mlflow model-management
Language:Python 18199
microsoft / nlp-recipes
Natural Language Processing Best Practices & Examples
azure-ml best-practices deep-learning machine-learning mlflow natural-language natural-language-inference natural-language-processing natural-language-understanding nli nlp nlu pretrained-models sota text text-classification transfomer
Language:Python 6364
aimhubio / aim
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
ai data-science data-visualization experiment-tracking machine-learning metadata metadata-tracking ml mlflow mlops prompt-engineering python pytorch tensorboard tensorflow visualization
Language:Python 5099
databricks / koalas
Koalas: pandas API on Apache Spark
spark pandas pydata dataframe mlflow big-data data-science
Language:Python 3327
ai_quant_trade
charliedream1 / ai_quant_trade
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、深度学习、强化学习、图网络、高频交易、C++部署和聚宽实例代码等，可以方便学习、模拟及实盘交易
cpp jupyter-notebook keras python sklearn tensorflow trading-bot trading-platform trading-strategies mlflow pytorch
Language:Jupyter Notebook 1158
databricks / LearningSparkV2
This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]
apache-spark spark structured-streaming spark-sql spark-mllib mllib mlflow delta-lake
Language:Scala 1154
bansalkanav / Machine_Learning_and_Deep_Learning
aws cnn data-analysis data-science deep-learning-algorithms flask machine-learning mlflow mlops mongodb pandas-python prefect python3 sklearn-library sql statistics streamlit tutorial-code visualization search-engine
Language:Jupyter Notebook 721
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 mlflow seldon-core kfserving
Language:Python 682
fmind / mlops-python-package
Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
mlops python automation data-pipelines data-science machine-learning mlflow pandera pydantic
Language:Jupyter Notebook 603
awslabs / data-on-eks
DoEKS is a tool to build, deploy and scale Data & ML Platforms on Amazon EKS
aws-eks eks jupyterhub kubeflow kubernetes ml mlflow ray spark terraform
Language:HCL 587
mlops-platforms
thoughtworks / mlops-platforms
Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
mlops kubeflow mlflow sagemaker dataiku databricks h2oai azureml google-ai-platform knime machine-learning data-science datarobot pachyderm seldon iguazio
378
InfuseAI / crane
Crane is a easy-to-use and beautiful desktop application helps you build manage your container images.
docker primehub desktop gui aws ecr container containerization container-image mlops mlflow
Language:TypeScript 281
30lm32 / ml-projects
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
keras tensorflow spam-classification random-forest gensim word2vec docker timeseries-analysis imbalanced-data svm kdtree nlp machine-learning geolocation lstm-neural-networks deep-learning text-classification tensorboard mlflow ab-testing
255
LLMstudio
TensorOpsAI / LLMstudio
Framework to bring LLM applications to production
ai langchain llm ml openai prompt-engineering vertex-ai llmops mlflow
Language:TypeScript 239
Toumash / mlflow-docker
Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3
docker s3 mlflow-tracking-server mlflow ai minio mlflow-docker ml
Language:Python 234
Galileo-Galilei / kedro-mlflow
A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)
kedro-mlflow kedro-plugin kedro mlflow versioning mlops deployment kedro-hook
Language:Python 196
Pythondeveloper6 / Awesome-MLOPS
All the available resources to master MLOPS from scratch
aws-sagemaker azure-ml dagshub dvc git kubeflow mlflow zenml automl pycaret bentoml docker fastapi mlops gradio shape streamlit django
193
gorodnitskiy / yet-another-lightning-hydra-template
Flexible and scalable template based on PyTorch Lightning + Hydra. Efficient workflow and reproducibility for rapid ML experiments.
comet config deep-learning hydra mlflow mlops neptune pytorch pytorch-lightning reproducibility template tests wandb efficient-workflow
Language:Python 185
whitebox
squaredev-io / whitebox
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
machine-learning monitoring observability python explainability explainable-ai ml-monitoring mlflow mlops modelops accuracy accuracy-metrics accuracy-score confusion-matrix f1-score recall model-monitoring k8s kubernetes xai
Language:Python 184
eugeneyan / papermill-mlflow
🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
python jupyter papermill mlflow experimentation
Language:Jupyter Notebook 172
tvdboom / ATOM
Automated Tool for Optimized Modelling
machine-learning data-pipeline modelling data-exploration data-science python visualization automl dagshub interactive-visualizations mlflow model-predictions scikit-learn shap
Language:HTML 149
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.
machine-learning datascience mlops devops artificial-intelligence infrastructure-as-code notebooks mlflow airflow kubeflow
Language:Go 123
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.
tensorflow keras automl autokeras pycaret tpot mljar gcp mlflow deep-learning machine-learning python tensorflow2 data-science
Language:Python 120
MBKraus / incremental_training
Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
mlflow kafka airflow data-science keras docker docker-compose incremental-learning
Language:Python 120
MobileTeleSystems / CoolGraph
Make GNN easy to start with
gnn graphs embbedings graph graph-algorithms graph-neural-networks graphconv graphembedding mlflow optuna torchgeometric
Language:Jupyter Notebook 118
jrzaurin / ml-pipeline
Using Kafka-Python to illustrate a ML production pipeline
machine-learning kafka-python lightgbm hyperopt mlflow hyperparameter-optimization
Language:Jupyter Notebook 107
zademn / mnist-mlops-learning
In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits
fastapi machine-learning streamlit mlflow mlops
Language:Python 102
soundsensing / mlflow-easyauth
Deploy MLflow with HTTP basic authentication using Docker
mlflow mlflow-tracking-server machine-learning experiment-tracking heroku docker google-cloud-storage
Language:Shell 99
G-Research / fasttrackml
Experiment tracking server focused on speed and scalability
ai data-science machine-learning metadata metrics ml visualization apache-spark data-visualization experiment-tracking metadata-tracking mlflow mlflow-tracking-server mlops pytorch tensorboard tensorflow
Language:Go 97
chethanhn29 / Data-science-ML-and-DL-Resources
Collection of free Notes,Courses,Videos,Projects,Articles and Repos Links To learn Machine learning ,Deep learning,Python,SQL,CNN,NLP,GAN,GNN,Transfomers,Flask,Django,and End to End Machine learning Projects
cnn-keras computer-vision deep-learning machine-learning neural-network nlp-machine-learning python sql transformers data-science dsa generative-ai git large-language-models mlflow pytorch statistics tableau tensorflow webdevelopment
Language:Jupyter Notebook 92
khuyentran1401 / Machine-learning-pipeline
Example machine learning pipeline with MLflow and Hydra
hydra machine-learning-pipeline mlflow machine-learning data-science
Language:Python 85
fuseml / fuseml
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.
machine-learning mlops devops-engineers data-engineers automation-recipes artificial-intelligence mlflow tekton data-scientists kfserving workflow orchestration flexible choice ai deep-learning kubernetes
Language:Go 83
ThinamXx / MLOps
The repository contains a list of projects which I will work on while learning and implementing MLOps.
machine-learning mlflow mlops
Language:Jupyter Notebook 80
Azure-Samples / azure-databricks-mlops-mlflow
Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.
azure databricks databricks-notebooks mlflow mlflow-projects mlops ml ml-production ml-monitoring ml-ops ml-operations python
Language:Jupyter Notebook 79
dominodatalab / domino-research
Projects developed by Domino's R&D team
python mlops data-science mlflow sagemaker
Language:Python 76
ZJUEarthData / geochemistrypi
an open-sourced highly automated machine learning Python framework for data-driven geochemistry discovery
geochemistry data-science dash fastapi nodejs reactjs typer flaml mlflow ray scikit-learn
Language:Python 75

mlflow

mlflow / mlflow

microsoft / nlp-recipes

aimhubio / aim

databricks / koalas

charliedream1 / ai_quant_trade

databricks / LearningSparkV2

bansalkanav / Machine_Learning_and_Deep_Learning

SeldonIO / MLServer

fmind / mlops-python-package

awslabs / data-on-eks

thoughtworks / mlops-platforms

InfuseAI / crane

30lm32 / ml-projects

TensorOpsAI / LLMstudio

Toumash / mlflow-docker

Galileo-Galilei / kedro-mlflow

Pythondeveloper6 / Awesome-MLOPS

gorodnitskiy / yet-another-lightning-hydra-template

squaredev-io / whitebox

eugeneyan / papermill-mlflow

tvdboom / ATOM

k3ai / k3ai

AutoViML / deep_autoviml

MBKraus / incremental_training

MobileTeleSystems / CoolGraph

jrzaurin / ml-pipeline

zademn / mnist-mlops-learning

soundsensing / mlflow-easyauth

G-Research / fasttrackml

chethanhn29 / Data-science-ML-and-DL-Resources

khuyentran1401 / Machine-learning-pipeline

fuseml / fuseml

ThinamXx / MLOps

Azure-Samples / azure-databricks-mlops-mlflow

dominodatalab / domino-research

ZJUEarthData / geochemistrypi