14 results found Sort:

wandb
wandb wandb
691
9.3k
mit
63
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
ai jax keras mlops pytorch tensorflow ml-platform data-science collaboration deep-learning data-versioning reproducibility experiment-track machine-learning model-versioning hyperparameter-search hyperparameter-tuning reinforcement-learning hyperparameter-optimization
Created 2017-03-24
7,538 commits to main branch, last one 2 hours ago
Netflix
metaflow Netflix
782
8.4k
apache-2.0
292
Open Source AI/ML Platform
r ai ml aws gcp llm azure mlops llmops python r-package kubernetes datascience ml-platform data-science productivity machine-learning model-management ml-infrastructure high-performance-computing
Created 2019-09-17
1,142 commits to master branch, last one 13 hours ago
skypilot-org
skypilot skypilot-org
539
7.0k
apache-2.0
72
SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.
gpu tpu finops job-queue multicloud llm-serving ml-platform data-science llm-training deep-learning job-scheduler spot-instances cloud-computing cost-management cloud-management machine-learning cost-optimization ml-infrastructure distributed-training hyperparameter-tuning
Created 2021-08-11
2,213 commits to master branch, last one 3 hours ago
determined-ai
determined determined-ai
360
3.1k
apache-2.0
85
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
keras mlops pytorch kubernetes tensorflow ml-platform data-science deep-learning machine-learning ml-infrastructure distributed-training hyperparameter-search hyperparameter-tuning hyperparameter-optimization
Created 2020-04-07
8,382 commits to main branch, last one 25 days ago
beam-cloud
beta9 beam-cloud
35
630
agpl-3.0
5
Run serverless GPU workloads with fast cold starts on bare-metal servers, anywhere in the world
gpu llm cuda faas paas lambda cloudrun autoscaler serverless fine-tuning ml-platform self-hosted generative-ai llm-inference distributed-computing large-language-models serverless-containers developer-productivity functions-as-a-service
Created 2023-11-15
918 commits to main branch, last one 3 days ago
Netflix
metaflow-ui Netflix
34
326
apache-2.0
171
:art: UI for monitoring your Metaflow executions!
ui metaflow ml-platform
Created 2021-10-26
184 commits to master branch, last one 5 months ago
Netflix
metaflow-service Netflix
71
196
apache-2.0
190
:rocket: Metadata tracking and UI service for Metaflow!
ai ml ui metaflow ml-platform data-science productivity machine-learning ml-infrastructure
Created 2019-11-29
331 commits to master branch, last one about a month ago
substratusai
runbooks substratusai
14
170
other
7
Finetune LLMs on K8s by using Runbooks
mlops llmops kubernetes llm-serving ml-platform llm-training llm-inference kubernetes-operator
This repository has been archived (exclude archived)
Created 2023-06-19
138 commits to main branch, last one 4 months ago
Project-MONAI
monai-deploy Project-MONAI
23
98
apache-2.0
24
MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.
ai fhir dicom mlops monai python pytorch inference pathology radiology guidelines healthcare ml-platform deep-learning open-standard medical-imaging machine-learning ai-application-deployment ai-application-development
Created 2021-04-22
336 commits to main branch, last one 6 months ago
Project-MONAI
monai-deploy-app-sdk Project-MONAI
47
97
apache-2.0
24
MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.
ai ml dicom mlops monai deploy python pytorch pipeline workflow healthcare ml-platform deep-learning model-serving medical-imaging image-processing machine-learning model-deployment ml-infrastructure
Created 2021-06-19
501 commits to main branch, last one 6 months ago
NimbleBoxAI
nbox NimbleBoxAI
13
87
apache-2.0
4
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
mlops ml-service mlops-tool ml-platform data-science model-serving mlops-pipeline mlops-workflow practical-mlops machine-learning mlops-automation model-deployment model-management model-monitoring ml-infrastructure
Created 2021-07-29
396 commits to master branch, last one about a year ago
Trainy-ai
konduktor Trainy-ai
1
47
other
1
cluster/scheduler health monitoring for GPU jobs on k8s
ai ml gpu k8s llm llm-ops k8s-cluster ml-platform health-check hpc-clusters deep-learning job-scheduler observability gpu-monitoring metrics-gathering ml-infrastructure resource-management
Created 2024-05-07
113 commits to main branch, last one 14 days ago
georgian-io-archive
hydra georgian-io-archive
4
43
apache-2.0
15
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 maintain...
hydra mlops python ml-platform cloud-agnostic experimentation
This repository has been archived (exclude archived)
Created 2020-09-21
327 commits to master branch, last one 2 years ago
jomariya23156
full-stack-on-prem-cv-mlops jomariya23156
4
42
mit
1
"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.
ui api mlops docker python system jupyter website workspace deployment full-stack monitoring on-premise ml-platform deep-learning computer-vision data-versioning drift-detection machine-learning model-monitoring
Created 2023-08-27
18 commits to master branch, last one 4 months ago