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Extracted algorithm research record

AverageStrategy

buys and sells on crossovers of EMA with different time periods

Record 920 · Catalog rank 2,372 · Unclassified · Subtype not recorded · Snapshot 2026-10-31 15:46 UTC

Source & extraction context

Open original source ↗

Evidence label: source_code (source claim, not independent verification). Recorded completeness: 50.0/100. Neither is a performance result.

Names identify source records. Inclusion is not an endorsement or a claim of authorship, ownership or reuse permission. Check the source license before reusing any implementation.

Extraction warnings

No automated warnings are recorded in this snapshot. This does not establish that the extraction or system is sound.

Recorded market & execution profile

Recorded markets
Not specified
Recorded timeframes
4h
Recorded sessions
Not specified
Recorded regime
any

Recorded indicators & parameters

Extracted indicator stack
IndicatorParametersApplied to
EMA{"period": [5, 20, 21, 80, 120]}close

Extracted strategy rules

Recorded long-entry rules

Recorded short-entry rules

Recorded exit rules

Recorded filters

Stop loss
-0.2
Take profit
Not specified
Position sizing
Not specified

Questions about this record

What entry rules are recorded for AverageStrategy?

Long: qtpylib.crossed_above(dataframe[f'ema{self.buy_range_short.value}'], dataframe[f'ema{self.buy_range_long.value}']) & (dataframe['volume'] > 0) Short: Not specified. These are unverified extracted rules.

Which markets and timeframes are recorded?

Markets: Not specified. Timeframes: 4h. These are source-recorded labels, not verified execution behavior.