Drop-in replacement for Python's random module that records and can replay seeds
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Jul 28, 2021 - Python
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random-seed
Here are 6 public repositories matching this topic...
Randomness mixers, offline seed generator, BIP39 seed generator, random numbers in range algorithm, random words from a dictionary.
cryptography random seed randomness rng random-word-generator passphrase-generator mnemonic bip39 random-number-generator random-seed mnemonic-phrase mnemonic-passwords haveged random-numbers-between-range seed-generator mnemonic-generator seed-generation
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Mar 7, 2024 - Python
DEPTs: Parameter tuning for software fault prediction with different variants of differential evolution *** Parameter tuners for software analytics problems ***
random-forest hyperparameter-optimization cart differential-evolution grid-search svm-classifier parameter-tuning defect-prediction knn-classification random-seed grid-search-hyperparameters random-search-optimization
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Nov 23, 2023 - Python
🌱 A linter that catches reproducibility bugs in ML code — unseeded RNGs, missing random_state, nondeterministic cuDNN flags
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Jul 8, 2026 - Python
Reproducible modeling of neural spike trains with analysis of ISI distributions and firing rates.
python computational-neuroscience poisson-process random-seed spike-train firing-rate neural-simulation
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Mar 26, 2026 - Python
Find out why two runs with the same seed gave different results. Forensic debugger for ML nondeterminism: RNG-stream fingerprints, divergence bisection, hazard audits. Zero runtime deps.
python debugging cli machine-learning numpy pytorch kaggle reproducibility random-seed determinism ml-ops nondeterminism
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Sep 18, 2026 - Python
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