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feat: fit()/predict() + backtest() aggregate for an agent-guessable API #148

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Job	Run time
ASan + UBSan	1m 9s
fuzz smoke (60s)	3m 6s
bindings (node + rust)	52s
valgrind	3m 1s
amalgamation compiles	10s
build + test (macos-latest)	23s
onnx (cpu)	1m 50s
build + test (ubuntu-latest)	24s
windows (mingw)	1m 32s
wasm (emscripten)	51s
	13m 18s