72 results found Sort:

mlflow
mlflow mlflow
4.3k
19.1k
apache-2.0
304
Open source platform for the machine learning lifecycle
ai ml mlflow apache-spark machine-learning model-management
Created 2018-06-05
6,955 commits to master branch, last one a day ago
microsoft
nlp-recipes microsoft
918
6.4k
mit
187
Natural Language Processing Best Practices & Examples
nli nlp nlu sota text mlflow azure-ml transfomer deep-learning best-practices machine-learning natural-language pretrained-models text-classification natural-language-inference natural-language-processing natural-language-understanding
This repository has been archived (exclude archived)
Created 2019-04-05
2,241 commits to master branch, last one 3 years ago
aimhubio
aim aimhubio
324
5.3k
apache-2.0
45
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
ai ml mlops mlflow python pytorch metadata tensorflow tensorboard data-science visualization machine-learning metadata-tracking data-visualization prompt-engineering experiment-tracking
Created 2019-05-31
2,234 commits to main branch, last one 3 days ago
databricks
koalas databricks
358
3.3k
apache-2.0
322
Koalas: pandas API on Apache Spark
spark mlflow pandas pydata big-data dataframe data-science
Created 2019-01-03
1,555 commits to master branch, last one about a year ago
charliedream1
ai_quant_trade charliedream1
329
1.4k
apache-2.0
40
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 keras mlflow python pytorch sklearn tensorflow trading-bot jupyter-notebook trading-platform trading-strategies
Created 2022-06-09
356 commits to master branch, last one a day ago
databricks
LearningSparkV2 databricks
739
1.2k
apache-2.0
41
This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]
mllib spark mlflow spark-sql delta-lake spark-mllib apache-spark structured-streaming
Created 2019-02-10
184 commits to master branch, last one 3 years ago
fmind
mlops-python-package fmind
134
884
mit
11
Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
mlops mlflow python pandera pydantic automation data-science data-pipelines machine-learning
Created 2023-06-23
44 commits to main branch, last one 7 days ago
bansalkanav
Ultimate-Data-Science-Toolkit---From-Python-Basics-to-GenerativeAI bansalkanav
291
860
gpl-3.0
21
This repository has no description...
aws cnn sql flask mlops mlflow mongodb prefect python3 streamlit statistics data-science data-analysis pandas-python search-engine tutorial-code visualization sklearn-library machine-learning deep-learning-algorithms
Created 2020-04-03
717 commits to master branch, last one about a month ago
SeldonIO
MLServer SeldonIO
185
738
apache-2.0
28
An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more
mlflow xgboost lightgbm kfserving seldon-core scikit-learn machine-learning
Created 2020-06-16
1,738 commits to master branch, last one 2 days ago
awslabs
data-on-eks awslabs
231
681
apache-2.0
20
DoEKS is a tool to build, deploy and scale Data & ML Platforms on Amazon EKS
ml eks ray spark mlflow aws-eks kubeflow terraform jupyterhub kubernetes
Created 2022-09-25
926 commits to main branch, last one about a month ago
thoughtworks
mlops-platforms thoughtworks
31
386
apache-2.0
18
Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
h2oai knime mlops mlflow seldon azureml dataiku iguazio kubeflow datarobot pachyderm sagemaker databricks data-science machine-learning google-ai-platform
Created 2021-10-01
50 commits to main branch, last one 2 years ago
InfuseAI
crane InfuseAI
17
283
apache-2.0
20
Crane is a easy-to-use and beautiful desktop application helps you build manage your container images.
aws ecr gui mlops docker mlflow desktop primehub container container-image containerization
Created 2021-09-22
286 commits to main branch, last one 2 years ago
TensorOpsAI
LLMstudio TensorOpsAI
31
282
mpl-2.0
10
Framework to bring LLM applications to production
ai ml llm llmops mlflow openai langchain vertex-ai prompt-engineering
Created 2023-07-24
635 commits to main branch, last one 3 days ago
Pythondeveloper6
Awesome-MLOPS Pythondeveloper6
37
255
unknown
3
All the available resources to master MLOPS from scratch
dvc git mlops shape zenml automl django docker gradio mlflow bentoml dagshub fastapi pycaret azure-ml kubeflow streamlit aws-sagemaker
Created 2023-10-03
8 commits to main branch, last one about a year ago
Toumash
mlflow-docker Toumash
88
247
mit
7
Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3
ai ml s3 minio docker mlflow mlflow-docker mlflow-tracking-server
Created 2020-08-23
74 commits to master branch, last one about a year ago
gorodnitskiy
yet-another-lightning-hydra-template gorodnitskiy
11
210
unknown
8
Flexible and scalable template based on PyTorch Lightning + Hydra. Efficient workflow and reproducibility for rapid ML experiments.
comet hydra mlops tests wandb config mlflow neptune pytorch template deep-learning reproducibility pytorch-lightning efficient-workflow
Created 2022-12-25
151 commits to main branch, last one about a year ago
Galileo-Galilei
kedro-mlflow Galileo-Galilei
34
206
apache-2.0
7
A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)
kedro mlops mlflow deployment kedro-hook versioning kedro-mlflow kedro-plugin
Created 2020-04-05
546 commits to master branch, last one 6 days ago
squaredev-io
whitebox squaredev-io
5
183
mit
6
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
k8s xai mlops mlflow python recall accuracy f1-score modelops kubernetes monitoring ml-monitoring observability accuracy-score explainability explainable-ai accuracy-metrics confusion-matrix machine-learning model-monitoring
Created 2022-09-09
151 commits to main branch, last one about a year ago
eugeneyan
papermill-mlflow eugeneyan
35
175
unknown
4
🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
mlflow python jupyter papermill experimentation
Created 2020-03-14
118 commits to master branch, last one 5 months ago
tvdboom
ATOM tvdboom
14
154
mit
4
Automated Tool for Optimized Modelling
shap automl mlflow python dagshub modelling data-science scikit-learn data-pipeline visualization data-exploration machine-learning model-predictions interactive-visualizations
Created 2019-07-03
1,008 commits to master branch, last one 5 months ago
MobileTeleSystems
CoolGraph MobileTeleSystems
4
126
mit
5
Make GNN easy to start with
gnn graph graphs mlflow optuna graphconv embbedings graphembedding torchgeometric graph-algorithms graph-neural-networks
Created 2023-11-22
42 commits to main branch, last one 23 days ago
k3ai
k3ai k3ai
12
124
bsd-3-clause
4
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.
mlops devops mlflow airflow kubeflow notebooks datascience machine-learning infrastructure-as-code artificial-intelligence
This repository has been archived (exclude archived)
Created 2021-09-10
38 commits to main branch, last one 2 years ago
AutoViML
deep_autoviml AutoViML
36
120
apache-2.0
8
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.
gcp tpot keras mljar automl mlflow python pycaret autokeras tensorflow tensorflow2 data-science deep-learning machine-learning
Created 2021-05-08
152 commits to master branch, last one 7 months ago
MBKraus
incremental_training MBKraus
56
118
unknown
6
Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
kafka keras docker mlflow airflow data-science docker-compose incremental-learning
Created 2019-10-25
61 commits to master branch, last one 2 years ago
jrzaurin
ml-pipeline jrzaurin
51
108
unknown
5
Using Kafka-Python to illustrate a ML production pipeline
mlflow hyperopt lightgbm kafka-python machine-learning hyperparameter-optimization
Created 2019-02-25
40 commits to master branch, last one 5 years ago
chethanhn29
Data-science-ML-and-DL-Resources chethanhn29
17
108
unknown
4
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 P...
dsa git sql mlflow python pytorch tableau cnn-keras statistics tensorflow data-science transformers deep-learning generative-ai neural-network webdevelopment computer-vision machine-learning nlp-machine-learning large-language-models
Created 2023-03-10
357 commits to main branch, last one 4 months ago
zademn
mnist-mlops-learning zademn
23
104
unknown
3
In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits
mlops mlflow fastapi streamlit machine-learning
Created 2021-10-22
10 commits to master branch, last one 3 years ago
soundsensing
mlflow-easyauth soundsensing
27
102
apache-2.0
2
Deploy MLflow with HTTP basic authentication using Docker
docker heroku mlflow machine-learning experiment-tracking google-cloud-storage mlflow-tracking-server
Created 2019-12-02
32 commits to master branch, last one about a year ago
G-Research
fasttrackml G-Research
20
98
apache-2.0
14
Experiment tracking server focused on speed and scalability
ai ml mlops mlflow metrics pytorch metadata tensorflow tensorboard apache-spark data-science visualization machine-learning metadata-tracking data-visualization experiment-tracking mlflow-tracking-server
Created 2023-03-30
741 commits to main branch, last one 19 days ago
khuyentran1401
Machine-learning-pipeline khuyentran1401
29
88
unknown
3
Example machine learning pipeline with MLflow and Hydra
hydra mlflow data-science machine-learning machine-learning-pipeline
Created 2020-05-03
17 commits to master branch, last one 4 years ago