AlphaGenerator/generated_alpha/2025-12-15/104334.txt

group_mean(ts_delta(close, 5), 1, bucket(rank(volume), range="0,3,0.4"))

group_mean(ts_delta(close, 20), 1, bucket(rank(volume), range="0,3,0.4"))

group_mean(ts_regression(close, ts_step(1), 30, 0, 1), 1, bucket(rank(volume), range="0,3,0.4"))

if_else(ts_std_dev(returns, 20) > 0.02, ts_delta(close, 5), ts_delta(close, 20))

if_else(ts_rank(ts_std_dev(returns, 60), 120) > 0.7, ts_delta(close, 10), ts_delta(close, 60))

multiply(ts_corr(group_mean(returns, 1, industry), group_mean(returns, 1, sector), 20), ts_delta(close, 30))

multiply(reverse(ts_rank(volume/ts_mean(volume, 20), 10)), ts_delta(close, 20))

ts_delta(close, 5) / ts_std_dev(returns, 20)

divide(ts_delta(close, 30), ts_mean(abs(returns), 30))

if_else(bucket(rank(volume), range="0,3,0.4") == 0, ts_mean(returns, 10), ts_delta(close, 5))

group_zscore(ts_delta(close, 10), bucket(rank(volume), range="0,3,0.4"))

multiply(ts_zscore(volume, 20), ts_decay_linear(returns, 20))

if_else(ts_rank(returns, 30) > 0.8, ts_delta(close, 5), ts_delta(close, 60))

group_rank(ts_regression(close, ts_step(1), 60, 0, 1), industry)

ts_corr(ts_delta(close, 5), ts_delta(volume, 5), 20)

if_else(ts_std_dev(returns, 10) > ts_std_dev(returns, 60), ts_regression(close, ts_step(1), 10, 0, 1), ts_mean(returns, 10))

multiply(rank(volume), ts_delta(close, 20))

group_mean(ts_zscore(returns, 10), 1, bucket(rank(volume), range="0,3,0.4"))

if_else(ts_rank(volume, 20) > 0.7, ts_delta(close, 10), 0)

multiply(ts_corr(close, volume, 30), ts_delta(close, 30))

ts_delta(ts_decay_linear(returns, 10), 5)

if_else(ts_mean(abs(returns), 20) > 0.015, ts_delta(close, 5), ts_delta(close, 30))

group_mean(ts_corr(close, returns, 20), 1, bucket(rank(volume), range="0,3,0.4"))

reverse(multiply(ts_rank(volume, 10), ts_rank(returns, 10)))

if_else(ts_corr(close, volume, 10) > 0.3, ts_delta(close, 5), ts_delta(close, 20))

group_rank(ts_zscore(volume, 30), industry)

multiply(ts_std_dev(returns, 20), inverse(ts_rank(volume, 20)))

ts_delta(ts_mean(close, 10), 20)

if_else(rank(volume) > 0.8, ts_regression(close, ts_step(1), 20, 0, 1), ts_mean(returns, 20))

group_mean(ts_decay_linear(returns, 60), 1, bucket(rank(volume), range="0,3,0.4"))

multiply(ts_zscore(volume, 60), ts_delta(close, 60))

if_else(ts_std_dev(returns, 30) > 0.025, ts_mean(returns, 5), ts_regression(close, ts_step(1), 30, 0, 1))

group_zscore(ts_delta(close, 30), industry)

divide(ts_delta(close, 10), ts_mean(volume, 10))

if_else(ts_rank(volume, 60) > 0.9, ts_delta(close, 5), ts_delta(close, 60))

multiply(ts_corr(ts_delta(close, 5), ts_delta(volume, 5), 60), ts_delta(close, 10))

group_rank(ts_mean(returns, 20), bucket(rank(volume), range="0,3,0.4"))

if_else(ts_mean(abs(returns), 60) > ts_mean(abs(returns), 20), ts_delta(close, 10), ts_delta(close, 60))

multiply(rank(volume), ts_mean(returns, 20))

group_mean(ts_std_dev(returns, 20), 1, bucket(rank(volume), range="0,3,0.4"))

reverse(ts_rank(volume, 30)) * ts_regression(close, ts_step(1), 30, 0, 1)

if_else(ts_corr(close, volume, 30) > 0, ts_delta(close, 20), ts_delta(close, 5))

group_zscore(ts_corr(close, volume, 20), sector)

ts_delta(close, 20) / ts_mean(volume, 20)

if_else(bucket(rank(volume), range="0,3,0.4") == 0, ts_regression(close, ts_step(1), 30, 0, 1), ts_mean(returns, 5))

multiply(ts_std_dev(returns, 30), ts_zscore(volume, 30))

group_rank(ts_delta(close, 60), industry)

if_else(ts_rank(abs(returns), 10) > 0.8, ts_delta(close, 5), ts_regression(close, ts_step(1), 60, 0, 1))

multiply(group_mean(returns, 1, industry), ts_zscore(volume, 20))

divide(ts_delta(close, 30), ts_std_dev(volume, 30))

if_else(rank(volume) > 0.7, ts_decay_linear(returns, 20), ts_delta(close, 60))

group_mean(ts_corr(close, returns, 60), 1, bucket(rank(volume), range="0,3,0.4"))

multiply(ts_rank(volume, 20), ts_rank(ts_mean(returns, 20), 20))

if_else(ts_rank(ts_std_dev(returns, 20), 60) > 0.6, ts_delta(close, 10), ts_mean(returns, 30))

group_zscore(ts_regression(close, ts_step(1), 20, 0, 1), sector)

ts_corr(ts_delta(close, 10), ts_delta(volume, 10), 30)

if_else(volume > ts_mean(volume, 30), ts_delta(close, 5), ts_delta(close, 30))

multiply(rank(volume), ts_corr(close, returns, 20))

group_mean(ts_mean(returns, 10), 1, bucket(rank(volume), range="0,3,0.4"))

reverse(ts_rank(volume, 60)) * ts_decay_linear(returns, 10)

if_else(ts_std_dev(returns, 10) > 0.01, ts_regression(close, ts_step(1), 10, 0, 1), ts_delta(close, 60))

group_rank(ts_std_dev(returns, 60), industry)

multiply(ts_zscore(volume, 10), ts_zscore(returns, 10))

divide(ts_delta(close, 60), ts_mean(volume, 60))

if_else(bucket(rank(volume), range="0,3,0.4") == 0, ts_delta(close, 10), -ts_delta(close, 10))

multiply(rank(volume), ts_delta(ts_mean(returns, 20), 5))

group_mean(ts_corr(close, volume, 10), 1, bucket(rank(volume), range="0,3,0.4"))

if_else(ts_rank(volume, 30) > 0.5, ts_mean(returns, 20), ts_delta(close, 10))

ts_decay_linear(ts_zscore(returns, 20), 20)

multiply(ts_std_dev(returns, 20), inverse(ts_mean(volume, 20)))

group_zscore(ts_delta(close, 20), sector)

if_else(ts_corr(close, volume, 20) < 0, ts_delta(close, 5), ts_delta(close, 30))

group_rank(ts_mean(abs(returns), 10), industry)

multiply(rank(returns), rank(volume))

divide(ts_regression(close, ts_step(1), 30, 0, 1), ts_std_dev(returns, 30))

if_else(rank(volume) > 0.6, ts_rank(returns, 10), ts_rank(returns, 60))

group_mean(ts_zscore(volume, 30), 1, bucket(rank(volume), range="0,3,0.4"))

multiply(ts_delta(close, 20), ts_delta(volume, 20))

if_else(ts_mean(volume, 10) > volume, ts_delta(close, 60), ts_delta(close, 10))

group_rank(ts_regression(close, ts_step(1), 60, 0, 1), sector)

reverse(multiply(ts_rank(volume, 20), ts_rank(close, 20)))

if_else(ts_std_dev(returns, 60) > 0.02, ts_mean(returns, 5), ts_mean(returns, 60))

group_zscore(ts_corr(close, returns, 30), industry)

multiply(ts_mean(returns, 20), ts_zscore(volume, 60))

divide(ts_delta(close, 5), ts_zscore(volume, 5))

if_else(bucket(rank(volume), range="0,3,0.4") == 0, ts_corr(close, returns, 20), ts_corr(close, volume, 20))

group_mean(ts_std_dev(returns, 10), 1, bucket(rank(volume), range="0,3,0.4"))

multiply(rank(ts_mean(returns, 30)), rank(volume))

if_else(ts_rank(ts_std_dev(returns, 20), 30) > 0.7, ts_delta(close, 10), ts_regression(close, ts_step(1), 20, 0, 1))

group_rank(ts_delta(close, 10), sector)

ts_corr(ts_zscore(close, 20), ts_zscore(volume, 20), 30)

if_else(rank(volume) > 0.5, ts_decay_linear(returns, 20), -ts_decay_linear(returns, 20))

multiply(ts_std_dev(returns, 10), ts_std_dev(volume, 10))

group_mean(ts_delta(close, 60), 1, bucket(rank(volume), range="0,3,0.4"))

reverse(ts_rank(volume, 10)) * ts_mean(returns, 60)

divide(ts_regression(close, ts_step(1), 20, 0, 1), ts_mean(volume, 20))

if_else(ts_corr(volume, returns, 10) > 0, ts_delta(close, 20), ts_delta(close, 5))

group_zscore(ts_mean(returns, 10), industry)

multiply(rank(volume), ts_delta(ts_decay_linear(returns, 10), 5))

if_else(ts_rank(abs(returns), 20) > 0.9, ts_delta(close, 5), ts_delta(close, 30))

group_rank(ts_corr(close, volume, 30), sector)

multiply(ts_mean(returns, 30), inverse(ts_std_dev(returns, 30)))

divide(ts_delta(close, 30), ts_delta(volume, 30))

if_else(bucket(rank(volume), range="0,3,0.4") == 0, ts_delta(close, 30), ts_mean(returns, 30))

group_mean(ts_zscore(returns, 60), 1, bucket(rank(volume), range="0,3,0.4"))

reverse(ts_rank(volume, 20)) * ts_regression(close, ts_step(1), 60, 0, 1)

if_else(ts_mean(volume, 20) > ts_mean(volume, 60), ts_delta(close, 10), ts_delta(close, 60))

group_rank(ts_mean(abs(returns), 60), industry)

multiply(ts_corr(close, volume, 10), ts_delta(close, 30))

divide(ts_mean(returns, 20), ts_std_dev(volume, 20))

if_else(rank(volume) > 0.8, ts_zscore(returns, 10), ts_zscore(returns, 60))

group_mean(ts_corr(close, returns, 10), 1, bucket(rank(volume), range="0,3,0.4"))

multiply(ts_zscore(volume, 20), ts_zscore(close, 20))

if_else(ts_std_dev(returns, 30) > ts_mean(abs(returns), 30), ts_delta(close, 5), ts_regression(close, ts_step(1), 30, 0, 1))