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Memory Optimization Python Packages

Python packages with the GitHub topic memory-optimization. Sorted by relevance, with stars and monthly downloads.
szibis
mlx-flash

Run AI models too large for your Mac's memory — expert caching, speculative execution, and 15+ research techniques for MoE inference on Apple Silicon

1K 2 0
AlphaWaveSystems
tqai

TurboQuant KV cache compression for local LLM inference

800 1 0
luiz826
diet-pandas

Automated memory optimization for Pandas DataFrames. Reduces memory by 50-80% and loads CSV 5-10x faster. Drop-in replacement that returns standard DataFrames - works with sklearn, matplotlib, and all your favorite libraries. Safe, fast, and zero refactoring required.

377 3 0
arun-nemani
dfreduce

Automatic size reduction for pandas dataframe

316 4 0
wjddusrb03
langchain-turboquant

LangChain VectorStore with TurboQuant compression (ICLR 2026) - 6x memory reduction, training-free, no GPU required. The first LangChain integration for Google Research's TurboQuant algorithm.

202 1 2
btwael
superstring

A fast and memory-optimized string library for heavy-text manipulation

89 251 12
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