GoldenFloat Python Bindings
Phi-structured floating-point formats for machine learning and scientific computing.
Installation
pip install golden-float
Quick Start
import numpy as np
from golden_float import gf16, gf32
# Create GoldenFloat values
phi = gf16(1.618)
pi = gf32(3.14159)
# Convert to float
print(phi.to_float()) # 1.618
# Arithmetic
result = phi + phi
# NumPy array support (with dtype registration)
arr = np.array([1.0, 1.618, 2.718], dtype=gf16)
Format Reference
| Format | Bits | Use Case | Memory vs f32 |
|---|---|---|---|
| GF4 | 4 | Ultra-compact quantization | 12.5% |
| GF8 | 8 | Minimal precision | 25% |
| GF12 | 12 | Embedded ML | 37.5% |
| GF16 | 16 | Primary format (replaces bfloat16) | 50% |
| GF20 | 20 | Balanced | 62.5% |
| GF24 | 24 | High precision | 75% |
| GF32 | 32 | Full precision (same size as f32) | 100% |
License
MIT
1 maintainer
Metadata
1 maintainer
Release files for golden-float 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| golden_float-0.1.0-cp311-abi3-win_amd64.whl | CPython 3.11 | abi3 | Windows x86-64 | Details |
| golden_float-0.1.0-cp311-abi3-manylinux_2_34_x86_64.whl | CPython 3.11 | abi3 | Linux glibc 2.34+ x86-64 | Details |
| golden_float-0.1.0-cp311-abi3-macosx_11_0_arm64.whl | CPython 3.11 | abi3 | macOS 11.0+ ARM64 | Details |
Total release size: 616.3 kB
Release files / golden_float-0.1.0-cp311-abi3-win_amd64.whl
| Download URL | golden_float-0.1.0-cp311-abi3-win_amd64.whl |
|---|---|
| Size | 149.9 kB |
| Tags | CPython 3.11 Windows x86-64 abi3 |
|
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Release files / golden_float-0.1.0-cp311-abi3-manylinux_2_34_x86_64.whl
| Download URL | golden_float-0.1.0-cp311-abi3-manylinux_2_34_x86_64.whl |
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| Size | 250.2 kB |
| Tags | CPython 3.11 Linux glibc 2.34+ x86-64 abi3 |
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Release files / golden_float-0.1.0-cp311-abi3-macosx_11_0_arm64.whl
| Download URL | golden_float-0.1.0-cp311-abi3-macosx_11_0_arm64.whl |
|---|---|
| Size | 216.1 kB |
| Tags | CPython 3.11 abi3 macOS 11.0+ ARM64 |
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