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aws
awswrangler

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

86.2M 4K 727
ray-project
ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

52.7M 42K 8K
Eventual-Inc
daft

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

814K 5K 457
pytorch
torchx

TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.

254K 422 152
klieret
wandb-osh

A convenient way to trigger synchronizations to wandb / Weights & Biases if your compute nodes don't have internet!

217K 90 10
meta-pytorch
torchx-nightly

TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.

83K 422 152
horovod
horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

54K 15K 2K
mars-project
pymars

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

51K 3K 324
ray-project
ant-ray-cpp-nightly

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

49K 42K 8K
danielgafni
dagster-ray

Ray integration for Dagster

45K 66 11
ray-project
ray-cpp

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

39K 42K 8K
run-house
kubetorch

Distribute and run AI workloads on Kubernetes magically in Python, like PyTorch for ML infra.

29K 1K 57
run-house
runhouse

Distribute and run AI workloads on Kubernetes magically in Python, like PyTorch for ML infra.

26K 1K 57
ray-project
raydp

RayDP provides simple APIs for running Spark on Ray and integrating Spark with AI libraries.

18K 371 82
LuxCoreRender
pyluxcore

LuxCore source repository

14K 1K 164
ray-project
ant-ray-nightly

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

12K 42K 8K
Eventual-Inc
daft-lts

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

11K 5K 457
lancedb
lance-ray

Integration between Lance and Ray for distributed data processing

10K 25 30
modin-project
unidist

Unified Distributed Execution

7K 57 9
ray-project
ant-ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

6K 42K 8K
IBM
ado-core

A framework for designing, executing and analysing experiment campaigns

5K 41 4
ray-project
raydp-nightly

RayDP provides simple APIs for running Spark on Ray and integrating Spark with AI libraries.

3K 371 82
theoddden
terradev-cli

Cross-Cloud Compute Optimization Platform with Migration & Evaluation - v4.0.12

3K 10 1
eclypse-org
eclypse

an Edge-CLoud pYthon Platform for Simulated runtime Environments

2K 36 4
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