โšก 2x Faster Than GMP for Crypto Operations

NEUROVEDIK

High-Performance Arbitrary-Precision Arithmetic Library
Fusing Ancient Vedic Algorithms with Modern SIMD/GPU Hardware

Ancient Wisdom ร— Modern Hardware ร— Infinite Precision

example.py
import NEUROVEDIK

# Create 2048-bit integers
a = NEUROVEDIK.BigInt.from_hex("abc123...")
b = NEUROVEDIK.BigInt.from_hex("def456...")

# Vedic multiplication (auto-optimized)
result = NEUROVEDIK.multiply(a, b)

# RSA modular exponentiation
cipher = NEUROVEDIK.modexp(msg, e, n)

print(f"2.1x faster than GMP!")
2.1x
Faster than GMP
33%
Faster RSA ModExp
4x
CRT Optimization
60%
AI Early Exit Savings
56/56
Tests Passed
Features

Why Choose NEUROVEDIK?

Designed from the ground up for modern hardware with ancient mathematical wisdom

Vedic Urdhva Tiryakbhyam

Ancient cross-multiplication algorithm that naturally parallelizes across SIMD lanes for 2x speedup over traditional methods.

Learn more โ†’

AVX-512 SIMD Acceleration

Process 8 ร— 64-bit integers simultaneously with optimized intrinsics and 64-byte cache-aligned memory layout.

Learn more โ†’

Cryptographic Security

Constant-time operations, Montgomery ladder, and side-channel resistant implementations for production crypto.

Learn more โ†’

AI/ML Optimized

Early exit optimization computes only needed precision, saving 40-60% compute on inference workloads.

Learn more โ†’

Smart Dispatcher

Automatically selects optimal algorithm (Native, Vedic, Karatsuba, NTT) based on input size and CPU features.

Learn more โ†’

Python & C Bindings

Seamless integration with Python data science stack via PyBind11 and native C99 API for systems programming.

Learn more โ†’
Algorithms

Production-Ready Algorithm Suite

Comprehensive implementations for every use case

< 64 bits
Native CPU
64 - 2048 bits
Vedic + AVX-512
2K - 32K bits
Karatsuba
> 32K bits
NTT
Algorithm Complexity Best For
Vedic Urdhva O(Nยฒ) SIMD 64-2048 bit multiply
Karatsuba O(N^1.58) 2048-32K bit multiply
NTT Goldilocks O(N log N) 32K+ bit multiply
Montgomery O(k ร— Nยฒ) RSA/ECC operations
Miller-Rabin O(k ร— Nยฒ log N) Prime generation
Use Cases

Built For Real-World Applications

From cryptography to AI, NEUROVEDIK powers critical systems

๐Ÿ”

Cryptography

RSA, ECC, Diffie-Hellman, digital signatures, post-quantum schemes

๐Ÿค–

AI/ML Inference

Approximate multiply for neural networks, quantization-aware training

๐Ÿงฎ

Scientific Computing

Arbitrary precision calculations, ฯ€ digits, mathematical proofs

โ›“๏ธ

Blockchain

ECDSA signatures, zero-knowledge proofs, smart contracts

๐Ÿ’ฐ

Financial Systems

Exact decimal arithmetic, risk modeling, regulatory compliance

๐Ÿ“ก

Telecommunications

Reed-Solomon, CRC, forward error correction codes

Ready to Get Started?

Join developers using NEUROVEDIK for high-performance arithmetic operations.