Write local debuggable Python which traverses your powerful remote infra. Deploy as-is. Unobtrusive, unopinionated, PyTorch-like APIs.
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Updated
May 25, 2024 - Python
Write local debuggable Python which traverses your powerful remote infra. Deploy as-is. Unobtrusive, unopinionated, PyTorch-like APIs.
A toolkit to run Ray applications on Kubernetes
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Malicious URLs identified by scanning various public URL sources using the Google Safe Browsing API (over 6 billion URLs scanned daily)
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
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.
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).
DoEKS is a tool to build, deploy and scale Data & ML Platforms on Amazon EKS
🐻❄️ 🏹 Threat hunting with Polars and flaws.cloud AWS CloudTrail datasets.
Real-time PathTracing with global illumination and progressive rendering, all on top of the Three.js WebGL framework. Click here for Live Demo: https://erichlof.github.io/THREE.js-PathTracing-Renderer/Geometry_Showcase.html
An Alternative for Triton Inference Server. Boosting DL Service Throughput 1.5-4x by Ensemble Pipeline Serving with Concurrent CUDA Streams for PyTorch/LibTorch Frontend and TensorRT/CVCUDA, etc., Backends
A simple first-person shooter that runs in your terminal.
Simple EnergyPlus environments for control optimization using reinforcement learning
Python 数据科学加速:Dask、Ray、Xorbits、mpi4py
This repo includes an end-to-end implementation of a production ML app(detecting emotions using text) with a distributed ML framework, Ray
Additional stoppers for ray tune
A convenient way to trigger synchronizations to wandb / Weights & Biases if your compute nodes don't have internet!
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