Ray Libraries

27 Components & Libraries

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Ray Libraries

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).

Easy integration with Athena, Glue, Redshift, Timestream, OpenSearch, Neptune, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON…

Represent, send, store and search multimodal data

To install DocArray from the CLI, run the following command: New to DocArray? Depending on your use case and background, there are multiple ways to learn about DocArray: This is particularly benefici…

Cast macOS and Linux Audio/Video to your Google Cast and Sonos Devices

This is what the system tray menu looks like: Check these images: There are two ways of installing this application: If you are using homebrew, it is possible to install the binary as follows: Addit…

Automatic Ripping Machine (ARM) Scripts

Insert an optical disc (Blu-ray, DVD, CD) and checks to see if it's audio, video (Movie or TV), or data, then rips it.

TREVORspray is a modular password sprayer with threading, clever proxying, loot modules, and more!

TREVORspray is a modular password sprayer with threading, SSH proxying, loot modules, and more! If you need to spray a service/endpoint that's not supported yet, you can write your own spray module! …

Raster-based Spatial Analytics for Python

📍 Fast, Accurate Python library for Raster Operations 🎊 Free of GDAL / GEOS Dependencies 🌍 General-Purpose Spatial Processing, Geared Towards GIS Professionals Xarray-Spatial implements common raster…

Manipulate JSON-like data with NumPy-like idioms.

The result is The equivalent using only Python is The expression using Awkward Arrays is more concise, using idioms familiar from NumPy, and it also has NumPy-like performance. For a similar problem …

The fastest way to deploy AI apps and services on any infra. Unobtrusive, debuggable, PyTorch-like APIs.

Runhouse is built to do four things: The above env list is a shorthand, but you can create quite elaborate envs (even quite a bit more elaborate than the example below). Local folders are sent (rsync…

Username enumeration and password spraying tool aimed at Microsoft O365.

For educational, authorized and/or research purposes only. WARNING: The Autologon, oAuth2, and RST user enumeration modules work by submitting a single authentication attempt per user. If the modules…

Labeless is a multipurpose IDA Pro plugin system for labels/comments synchronization with a debugger backend, with complex memory dumping and interactive Python scripting capabilities.

Contributed By Check Point Software Technologies LTD. It can be useful in the following cases: We support the following list of debug backends for now: Labeless significantly reduces time that resear…

Data visualisation and ray tracing in Python based on OptiX 7.7 framework.

... but PlotOptiX is much faster on large data, and, with all the raytraced shades and DoF, more readable and eye catching. You can quickly display data in a simple plot: or prepare complex scenes, c…

A parallel framework for population-based multi-agent reinforcement learning.

MALib is a parallel framework of population-based learning nested with reinforcement learning methods, such as Policy Space Response Oracle, Self-Play, and Neural Fictitious Self-Play. MALib provides…

Geospatial image resampling in Python

Pyresample offers multiple resampling algorithms including:

My implementation of 85+ popular data structures and algorithms and interview questions in Python 3 and C++

My implementation of some popular data structures and algorithms and interview questions relating to them in Python 3 and C++ Contains implementation of Graph data structure and some common questions…

Chest Xray image analysis using Deep learning !

Finally the saved models are used for making predictions.Confusion Matrix is used as the Performance Metrics for this classifcation task.

🐸 Scans your Git repository with JFrog Xray for security vulnerabilities. 🤖

JFrog Frogbot is a Git bot that scans your Git repositories for security vulnerabilities. You can show people that your repository is scanned by Frogbot by adding a badge to the README of your Git re…

Numpy is a general-purpose array-processing package. It provides a high-performance multidimensional array object and tools for working with these arrays. It is the fundamental package for scientific computing with Python. Besides its obvious scientific uses, Numpy can also be used as an efficient multi-dimensional container of generic data.

It is an extension module of Python which is mostly written in "C". It provides various functions which are capable of performing the numeric computations with a high speed. NumPy provides various po…

Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python

Heat is a distributed tensor framework for high performance data analytics. With Heat you can: If you need a functionality that is not yet supported: It should print something like this: In order to …

Image Reading, Metadata Conversion, and Image Writing for Microscopy Images in Python

Image Reading, Metadata Conversion, and Image Writing for Microscopy Images in Pure Python Supports reading metadata and imaging data for: Supports writing metadata and imaging data for: AICSImageIO …

A highly optimised C++ library for mathematical applications and neural networks.

LibRapid is an extremely fast, highly-optimised and easy-to-use C++ library for mathematics, linear algebra and more, with an extremely powerful multidimensional array class at it's core. Every part …

Larch: Applications and Python Library for Data Analysis of X-ray Absorption Spectroscopy (XAS, XANES, XAFS, EXAFS), X-ray Fluorescence (XRF) Spectroscopy and Imaging, and more.

Larch is an open-source library and set of applications for processing and analyzing X-ray absorption and fluorescence spectroscopy data and X-ray fluorescence and diffraction image data from synchro…

Classifying the Blur and Clear Images

In day to day Life, we encounter the poor images clicked from our Camera due to poor focus, a motion of objects in the frame or handshaking motion while capturing the Images. As a smart person(myself…

Modular and scalable computational imaging in Python with GPU/out-of-core computing.

In the realm of computer vision 📷, digital image restoration and enhancement techniques have established themselves as indispensable pillars. These techniques, aiming to restore and elevate the qual…

Python logging handlers with GELF (Graylog Extended Log Format) support

Python logging handlers with GELF (Graylog Extended Log Format) support. Currently TCP, UDP, TLS (encrypted TCP) and HTTP logging handlers are supported. According to the GELF spec, each message has …

an open-sourced highly automated machine learning Python framework for data-driven geochemistry discovery

Core capabilities are: Key features are: ZhangZhou J*, He Can*, Sun Jianhao, Zhao Jianming, Lyu Yang, Wang Shengxin, Zhao Wenyu, Li Anzhou, Ji Xiaohui. Geochemistry π: Automated machine learning pyth…

A Python library for machine-learning and feedback loops on streaming data

🌊 Wax is what you put on a surfboard to avoid slipping. It is an essential tool to go surfing ... 🌊 WAX-ML's goal is to expose "traditional" algorithms that are often difficult to find in standard Py…

Python based GUI-Program for integration and exploration of 2D x-ray diffraction images.

A GUI program for fast analysis of powder X-ray diffraction Images. It provides the capability of calibrating, creating masks, having pattern overlays and showing phase lines. It is known to run on W…

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