13 results found Sort:

Netflix
metaflow Netflix
760
8.1k
apache-2.0
287
Open Source Platform for developing, scaling and deploying serious ML, AI, and data science systems
r ai ml aws gcp azure mlops python rstats r-package kubernetes datascience ml-platform data-science productivity machine-learning model-management ml-infrastructure reproducible-research high-performance-computing
Created 2019-09-17
1,055 commits to master branch, last one 2 days ago
skypilot-org
skypilot skypilot-org
479
6.6k
apache-2.0
71
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
1,979 commits to master branch, last one a day ago
determined-ai
determined determined-ai
348
3.0k
apache-2.0
83
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
8,230 commits to main branch, last one a day ago
mryab
efficient-dl-systems mryab
105
648
mit
14
Efficient Deep Learning Systems course materials (HSE, YSDA)
cuda mlops pytorch deep-learning machine-learning ml-infrastructure distributed-training efficient-deep-learning
Created 2021-12-06
149 commits to main branch, last one 6 months ago
RunLLM
aqueduct RunLLM
16
520
apache-2.0
9
Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
ai ml llm data llms mlops python python3 kubernetes data-science ml-monitoring orchestration machine-learning ml-infrastructure
Created 2022-05-27
1,037 commits to main branch, last one about a year ago
Netflix
metaflow-service Netflix
71
189
apache-2.0
189
: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
326 commits to master branch, last one 23 days ago
hamelsmu
ktext hamelsmu
29
180
mit
7
Utilities for preprocessing text for deep learning with Keras
keras python-3 deep-learning machine-learning ml-infrastructure nlp-machine-learning
Created 2018-01-08
127 commits to master branch, last one 4 years ago
slai-labs
get-beam slai-labs
24
96
unknown
3
Run GPU inference and training jobs on serverless infrastructure that scales with you.
hpc mlops python serverless llm-serving data-science llm-training deep-learning gpu-computing cloud-computing gpu-acceleration machine-learning cost-optimization ml-infrastructure distributed-computing artificial-intelligence serverless-architectures
Created 2022-10-18
276 commits to main branch, last one 4 months ago
Project-MONAI
monai-deploy-app-sdk Project-MONAI
47
91
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 2 months ago
NimbleBoxAI
nbox NimbleBoxAI
13
88
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
mlinfra-io
mlinfra mlinfra-io
8
76
apache-2.0
3
deploy ML Infrastructure and MLOps tooling anywhere quickly and with best practices with a single command
mlops python distributed-ml ml-infrastructure platform-engineering software-engineering
Created 2023-05-25
862 commits to main branch, last one 10 days ago
RubixML
Server RubixML
12
62
mit
8
A standalone inference server for trained Rubix ML estimators.
api php php-ml json-api rest-api rubix-ml inference http-server microservice model-server rubix-server infrastructure inference-engine inference-server machine-learning model-deployment ml-infrastructure php-machine-learning
Created 2019-01-02
282 commits to master branch, last one 7 months ago
Trainy-ai
konduktor Trainy-ai
0
41
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
91 commits to main branch, last one a day ago