A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
Notes on Data Engineering with Pandas, PySpark, Dask, Ray, Arrow DataFusion, Polars etc.
Profiling Pandas on Ray
Benchmark Code for Pandas on Ray Blog Post
Ad-hoc tests for Pandas on Ray from UC Berkeley RISE Lab
A benchmarking project to compare the performance and usability of various data processing tools like Pandas, DuckDB, SQLite, Dask, Modin, Vaex, Spark, Ray and cuDF on a single laptop
A repository for comparing Pandas and Modin (Dask/Ray) performance on simple TPC-H Queries (Q1 and Q6) written in Pandas.
Using DataFlow pipelines from pandas to do classification over AlexNet like CNN. Using TENSORFLOW-KERAS and SCI-KIT LEARN on NVIDIA K80 GPU by the University at Albany. Over the NIH CHEST X-RAY Data.s...
Built a model for detecting and localizing the disease in the Chest X-rays of patients using the NIH Chest X-rays dataset on Kaggle using the concepts of Keras, TensorFlow, Matplot, Pandas, and NumPy ...
Koalas: pandas API on Apache Spark
翻译 - 考拉：Apache Spark上的pandas API
Distributed XGBoost on Ray
Statistical package in Python based on Pandas
#计算机科学#Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
翻译 - 一个快速简单的框架，用于构建和运行分布式应用程序。 Ray与RLlib（可扩展的强化学习库）和Tune（可扩展的超参数调整库）打包在一起。
#计算机科学#A toolkit to run Ray applications on Kubernetes
V-Ray for Blender Add-on
BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray
翻译 - Apache Spark上的分布式Tensorflow，Keras，PyTorch和BigDL
Examples on how to use LangChain and Ray
Python and Pandas are known to have issues around scalability and efficiency. You will learn how to use libraries such as Modin, Dask, Ray, Vaex etc to overcome the problems faced by Pandas.
Rust ray tracer based on Ray Tracing in One Weekend
Enable Ray in all PHP files on your system
翻译 - Enable Ray in all PHP files on your system
Practice your pandas skills!
翻译 - 练习您的熊猫技能！
Tutorials on how to use pandas effectively to do data analysis
Training Sonic with RLlib
Data & Code for my video on the Pandas library of Python
Convenient Power System Modelling and Analysis based on PYPOWER and pandas