ml-platform

There are 5 repositories under ml-platform topic.

wandb
wandb / wandb
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
machine-learning experiment-track deep-learning keras tensorflow pytorch hyperparameter-search reinforcement-learning mlops data-science collaboration hyperparameter-optimization reproducibility hyperparameter-tuning data-versioning model-versioning ml-platform jax
Language:Python 8185
metaflow
Netflix / metaflow
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
machine-learning data-science productivity model-management ai ml ml-platform ml-infrastructure python r rstats reproducible-research r-package mlops datascience high-performance-computing kubernetes aws azure gcp
Language:Python 7570
BentoML
bentoml / BentoML
The most flexible way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Inference Graph/Pipelines, Compound AI systems, Multi-Modal, RAG as a Service, and more!
model-serving model-deployment model-management ml-platform ai machine-learning mlops bentoml kubernetes deep-learning microservices llmops lmops generative-ai ai-infra inference-api model-inference multimodal-deep-learning
Language:Python 6526
skypilot-org / skypilot
SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.
cloud-computing data-science deep-learning gpu hyperparameter-tuning machine-learning tpu job-queue job-scheduler cloud-management distributed-training ml-infrastructure multicloud spot-instances ml-platform cost-management cost-optimization finops llm-serving llm-training
Language:Python 5607
determined
determined-ai / determined
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
data-science deep-learning distributed-training hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras kubernetes machine-learning ml-infrastructure ml-platform mlops pytorch tensorflow
Language:Go 2851
Netflix / metaflow-ui
:art: UI for monitoring your Metaflow executions!
metaflow ml-platform ui
Language:TypeScript 300
Netflix / metaflow-service
:rocket: Metadata tracking and UI service for Metaflow!
ai data-science machine-learning metaflow ml ml-infrastructure ml-platform productivity ui
Language:Python 173
substratusai / runbooks
Finetune LLMs on K8s by using Runbooks
kubernetes kubernetes-operator llm-inference llm-serving llm-training llmops ml-platform mlops
Language:Go 156
Project-MONAI / monai-deploy
MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.
monai ai medical-imaging inference healthcare guidelines open-standard ai-application-development ai-application-deployment deep-learning machine-learning mlops ml-platform pytorch python dicom fhir radiology pathology
Language:Shell 94
NimbleBoxAI / nbox
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
data-science machine-learning ml-infrastructure ml-platform ml-service mlops mlops-pipeline mlops-workflow model-deployment model-management model-monitoring model-serving practical-mlops mlops-automation mlops-tool
Language:Python 88
Project-MONAI / monai-deploy-app-sdk
MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.
monai healthcare medical-imaging image-processing dicom deploy workflow pipeline ai ml deep-learning machine-learning model-deployment model-serving mlops ml-platform ml-infrastructure python pytorch
Language:Jupyter Notebook 80
georgian-io-archive / hydra
A cloud-agnostic ML Platform that will enable Data Scientists to run multiple experiments, perform hyper parameter optimization, evaluate results and serve models (batch/realtime) while still maintaining a uniform development UX across cloud environments
mlops ml-platform python cloud-agnostic experimentation hydra
Language:HCL 41
jomariya23156 / full-stack-on-prem-cv-mlops
"1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data versioning to Model monitoring and drift detection.
computer-vision deep-learning deployment full-stack machine-learning mlops system docker jupyter api data-versioning drift-detection ml-platform model-monitoring monitoring on-premise python ui website workspace
Language:Jupyter Notebook 35
ai-ml-project-template
ZenithClown / ai-ml-project-template
A "production-ready" simple project template to quickly start an Artificial Intelligence (AI), Machine Learning (ML) and/or Data Science (DS) project with basic files, branches and directory structure.
jupyter-notebook ml-engineering ml-platform ml-production ml-project ml-roadmap mlops template deep-learning keras tensorflow
18
ozkary / machine-learning-engineering
Welcome to the Machine Learning Engineering Repository, a comprehensive collection of resources, code, and insights to guide you through the exciting world of machine learning. This repository is designed to provide valuable information, best practices, and hands-on examples for individuals keen on mastering the art and science of machine learning
ai data-science machine-learning ml-platform mlops python
Language:Jupyter Notebook 15
anomaly-detection-platform
koushikvikram / anomaly-detection-platform
🔥🔥🔥🔥🧊🔥🔥 A Data Platform for Monitoring and Detecting Anomalies in Real-Time.
anomaly-detection caddy dashboard docker fastapi grafana jupyter-notebook koushik-vikram koushikvikram machine-learning ml-deployment ml-engineering ml-monitoring ml-platform mlops prometheus python real-time-machine-learning real-time-monitoring
Language:Jupyter Notebook 10
dao-duc-tung / sagemaker-ml-system
A SageMaker-based ML system solution
sagemaker mlops ml-infrastructure ml-platform ml-system
Language:Jupyter Notebook 6
Kenza-AI / kenza
Open-Source Machine Learning Platform
cd4ml continuous-training machine-learning sagemaker aws aws-sagemaker ml-platform open-source-ml-platform machine-learning-platform
Language:Go 5
hectorLop / Wandb-MV
Model versioning using Weight&Biases with Python.
model model-versioning mlops model-validation model-deployment data-science machine-learning deep-learning experiment-tracking ml-platform
Language:Python 3
newron-sdk
NewronAI / newron-sdk
Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.
deep-learning machine-learning mlops data-science data-versioning experiment-tracking hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras ml-platform model-monitoring model-reproducibility model-versioning pytorch tensorflow model-registry python3
Language:Python 3
ArupDutta / ArupDutta
Arup Dutta - Portfolio
blogger content-management content-writing ml-platform rpa-best-practices
1
jegun19 / try-me
Machine learning preview platform for everyone
fastapi vuejs python3 inference-api machine-learning-api machine-learning-projects ml-platform
Language:Vue