Technology-invariant pipeline for spatial omics analysis (Xenium / MERSCOPE / CosMx / PhenoCycler / MACSima / Hyperion) that scales to millions of cells

A Multi-Agent FrameWork For Faster Build Agents

Python script, to inject memory, CPU and URL stress

Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.

CircularDict is a high-performance Python data structure that blends the functionality of dictionaries and circular buffers. Inheriting the usage of traditional dictionaries, it allows you to define constraints on size and memory usage. Ideal for caching large data structures while maintaining control over memory footprint.

Bringing the hell of pointers to Python.

T Tree data structure definition

Open-source calculator for LLM system requirements.

A lightweight tool to measure the full memory of a Python session

"This repository contains an implementation of diverse memory management techniques in an operating system, aiming to optimize resource allocation and utilization."

A memory profiler for NVIDIA GPUs to explore memory inefficiencies in GPU-accelerated applications.

Redis memory profiler to find the RAM bottlenecks throw scaning key space in real time and aggregate RAM usage statistic by patterns.

This script is designed to optimize memory usage in large Pandas DataFrames. It intelligently selects the most appropriate data types for numeric columns, balancing memory efficiency with the need to accurately represent the data. This is particularly useful for large datasets, where memory management is crucial.

Cartesian Product - 6x faster than itertools.product - 10x less memory

Python script designed for monitoring the sizes of variables in memory

Working example of how to load and save with Kivy

Muisca: Modelo Unificado de Inteligencia Supervisada para la Computación y Aplicación. Una herramienta Streamlit para resumir y hacer preguntas sobre documentos en PDF y TXT utilizando modelos de lenguaje de última generación.

🅾️ 💭 Leverage in-memory data storage to make your Python apps snappy.

Android Memory Tools written in python for RAM data reading and writing process of android, linux and windows os's.

🗣️🌐️🌳️🗄️ The official source repository for the Bliss Browser memory management tool.