scitex-repro 0.1.3

Reproducibility utilities (random state, timestamps, hashing)

scitex-repro

Reproducibility utilities for SciTeX: random state management, ID generation, timestamps, and array hashing.

Interfaces: Python ⭐⭐⭐ (primary) · CLI — · MCP — · Skills ⭐⭐ · Hook — · HTTP —

Problem and Solution

#	Problem	Solution
1	"Seed everything" requires 5+ lines of boilerplate -- random.seed() + np.random.seed() + torch.manual_seed() + torch.cuda.manual_seed_all() + tf.random.set_seed() + os.environ[PYTHONHASHSEED]	RandomStateManager(seed=42) -- one call seeds every framework detected in the env; .reset() rewinds mid-experiment
2	Experiment run directories collide -- two parallel runs overwrite each other	gen_ID() + hash_array() -- unique directory names like 20260423_2155_abc12345; deterministic array fingerprints for integrity checks