AdaptiveNumPy 🚀
English
What is AdaptiveNumPy?
AdaptiveNumPy is an intelligent wrapper over NumPy that automatically optimizes numerical computations for your specific hardware.
Key Features
- Automatic Hardware Detection: Identifies CPU, cores, and SIMD instructions (SSE4a, AVX2, AVX512)
- Kernel Fusion: Merges multiple operations into a single, faster kernel
- Automatic Parallelization: Uses all available cores but leaves 1 free for system responsiveness
- Intelligent Memory Management: Automatically spills data to SSD when RAM is full
- Pattern Learning: Learns from usage patterns to optimize repeated operations
- Smart Float32: Uses faster Float32 precision when accuracy is not at risk
Installation
pip install adaptive-numpy
1 maintainer
Metadata
1 maintainer
Release files for adaptive-numpy 0.1.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| adaptive_numpy-0.1.0.tar.gz | 2.8 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| adaptive_numpy-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 5.7 kB
Release files / adaptive_numpy-0.1.0.tar.gz
| Download URL | adaptive_numpy-0.1.0.tar.gz |
|---|---|
| Size | 2.8 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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No |
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twine/6.2.0 CPython/3.12.10
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Release files / adaptive_numpy-0.1.0-py3-none-any.whl
| Download URL | adaptive_numpy-0.1.0-py3-none-any.whl |
|---|---|
| Size | 2.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.12.10
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Security for adaptive-numpy 0.1.0
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