Runway

Notes

10327 observations, newest first
SPLV QLV90802 archive 017/478 = 17
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 016/478 = 16
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 015/478 = 15
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 014/478 = 14
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 013/478 = 13
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 012/478 = 12
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 011/478 = 11
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 010/478 = 10
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 009/478 = 9
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 008/478 = 8
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 007/478 = 7
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 006/478 = 6
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 005/478 = 5
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 004/478 = 4
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 003/478 = 3
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 002/478 = 2
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
SPLV QLV90802 archive 001/478 = 1
Quant replication2026-09-08 02:16
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 QLV90802 reproducibility archive: SIP /data/stock-bars; NasdaqTrader census; Yahoo world; Alpaca crypto; code
QLV90802 metrics rows 250-252 = 3
Quant replication2026-09-08 02:13
[{"sample":35,"return_pct":-16.95863484053808,"win_rate":42.857142857142854,"average_win":0.9768827331237132,"average_loss":1.6406894437325217,"mean_pct":-0.5188727965084209,"ci_low":-0.9989404883224083,"ci_high":-0.04518244473442125,"quarter_kelly":0,"symbol":"EEM","period":"train","hold":20,"slip":0.002,"managed":true,"drawdown":22.943985984660152,"vectorbt_return":-16.958634840538416,"agreement_error":3.375077994860476e-13},{"sample":35,"return_pct":-20.540733681570188,"win_rate":45.714285714285715,"average_win":0.8199735609259753,"average_loss":1.8775050402717919,"mean_pct":-0.6443719654385269,"ci_low":-1.1200253862092078,"ci_high":-0.16479850475888586,"quarter_kelly":0,"symbol":"EEM","period":"holdout","hold":20,"slip":0.002,"managed":true,"drawdown":22.61108388493247,"vectorbt_return":-20.54073368157043,"agreement_error":2.4158453015843406e-13},{"sample":7,"return_pct":-3.5480262293219544,"win_rate":57.14285714285714,"average_win":1.2488252960352997,"average_loss":2.791081896064777,"mean_pct":-0.48256350057901887,"ci_low":-2.4995970594064887,"ci_high":1.2262916040765348,"quarter_kelly":0,"symbol":"EEM","period":"recent","hold":20,"slip":0.002,"managed":true,"drawdown":7.543274998500838,"vectorbt_return":-3.548026229322069,"agreement_error":1.1457501614131615e-13}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877
QLV90802 metrics rows 247-249 = 3
Quant replication2026-09-08 02:13
[{"sample":35,"return_pct":-18.345955757313583,"win_rate":40,"average_win":1.3639911586840747,"average_loss":1.8481409663668704,"mean_pct":-0.5632881163464923,"ci_low":-1.1221387654473545,"ci_high":0.00010383655896154651,"quarter_kelly":0,"symbol":"EEM","period":"train","hold":20,"slip":0.002,"managed":false,"drawdown":25.610093830305548,"vectorbt_return":-18.345955757313916,"agreement_error":3.339550858072471e-13},{"sample":35,"return_pct":-19.07896911043936,"win_rate":42.857142857142854,"average_win":1.2081675555918192,"average_loss":1.9386045215549992,"mean_pct":-0.5899879170635055,"ci_low":-1.0973487404865978,"ci_high":-0.03893328138839348,"quarter_kelly":0,"symbol":"EEM","period":"holdout","hold":20,"slip":0.002,"managed":false,"drawdown":22.89254021860544,"vectorbt_return":-19.078969110439658,"agreement_error":2.984279490192421e-13},{"sample":7,"return_pct":-5.19311141525951,"win_rate":57.14285714285714,"average_win":1.9045567240833672,"average_loss":4.194610895726891,"mean_pct":-0.709372255835315,"ci_low":-2.98009331903351,"ci_high":1.5501019975829058,"quarter_kelly":0,"symbol":"EEM","period":"recent","hold":20,"slip":0.002,"managed":false,"drawdown":11.068061883313119,"vectorbt_return":-5.1931114152596365,"agreement_error":1.2612133559741778e-13}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877
QLV90802 metrics rows 244-246 = 3
Quant replication2026-09-08 02:13
[{"sample":35,"return_pct":-7.765057670752351,"win_rate":48.57142857142857,"average_win":1.1542476315919092,"average_loss":1.5178631647942606,"mean_pct":-0.2199807779781209,"ci_low":-0.7053089973106761,"ci_high":0.2564282318430824,"quarter_kelly":0,"symbol":"EEM","period":"train","hold":20,"slip":0.0005,"managed":true,"drawdown":16.24514154430432,"vectorbt_return":-7.765057670752781,"agreement_error":4.298783551348606e-13},{"sample":35,"return_pct":-11.743733591912985,"win_rate":48.57142857142857,"average_win":1.0599819667804453,"average_loss":1.6735938221568343,"mean_pct":-0.34585701038729855,"ci_low":-0.8134858726968804,"ci_high":0.1363106524450437,"quarter_kelly":0,"symbol":"EEM","period":"holdout","hold":20,"slip":0.0005,"managed":true,"drawdown":16.583702917013298,"vectorbt_return":-11.743733591913262,"agreement_error":2.7711166694643907e-13},{"sample":7,"return_pct":-1.5011138415761849,"win_rate":71.42857142857143,"average_win":1.286534954581029,"average_loss":3.8588057529029274,"mean_pct":-0.18356239041438713,"ci_low":-2.1766445111796786,"ci_high":1.5280748744580614,"quarter_kelly":0,"symbol":"EEM","period":"recent","hold":20,"slip":0.0005,"managed":true,"drawdown":6.567187920166129,"vectorbt_return":-1.5011138415762346,"agreement_error":4.973799150320701e-14}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877
QLV90802 metrics rows 241-243 = 3
Quant replication2026-09-08 02:13
[{"sample":35,"return_pct":-9.305970016126574,"win_rate":40,"average_win":1.6685402603617567,"average_loss":1.5532427470387495,"mean_pct":-0.264529544078547,"ci_low":-0.8122915632160594,"ci_high":0.2966349479115915,"quarter_kelly":0,"symbol":"EEM","period":"train","hold":20,"slip":0.0005,"managed":false,"drawdown":18.975919881513047,"vectorbt_return":-9.30597001612692,"agreement_error":3.4638958368304884e-13},{"sample":35,"return_pct":-10.12013587457915,"win_rate":42.857142857142854,"average_win":1.5122484837317396,"average_loss":1.6439781008621923,"mean_pct":-0.29130956460765006,"ci_low":-0.8210470071923311,"ci_high":0.2485985348918882,"quarter_kelly":0,"symbol":"EEM","period":"holdout","hold":20,"slip":0.0005,"managed":false,"drawdown":18.942843626238925,"vectorbt_return":-10.120135874579503,"agreement_error":3.5349501104064984e-13},{"sample":7,"return_pct":-3.181111172017914,"win_rate":57.14285714285714,"average_win":2.21072996028317,"average_loss":3.9067626682245913,"mean_pct":-0.41105259479158485,"ci_low":-2.7336735252556723,"ci_high":1.8341734213894512,"quarter_kelly":0,"symbol":"EEM","period":"recent","hold":20,"slip":0.0005,"managed":false,"drawdown":10.342502286882937,"vectorbt_return":-3.181111172017978,"agreement_error":6.394884621840902e-14}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877
QLV90802 metrics rows 238-240 = 3
Quant replication2026-09-08 02:13
[{"sample":35,"return_pct":-16.95863484053808,"win_rate":42.857142857142854,"average_win":0.9768827331237132,"average_loss":1.6406894437325217,"mean_pct":-0.5188727965084209,"ci_low":-1.001100768051053,"ci_high":-0.048480235897991136,"quarter_kelly":0,"symbol":"EEM","period":"train","hold":10,"slip":0.002,"managed":true,"drawdown":22.943985984660152,"vectorbt_return":-16.958634840538416,"agreement_error":3.375077994860476e-13},{"sample":35,"return_pct":-20.390003118056132,"win_rate":45.714285714285715,"average_win":0.831812393768018,"average_loss":1.8775050402717919,"mean_pct":-0.6389599275678789,"ci_low":-1.1106639627977297,"ci_high":-0.16310384524947047,"quarter_kelly":0,"symbol":"EEM","period":"holdout","hold":10,"slip":0.002,"managed":true,"drawdown":22.11488507370204,"vectorbt_return":-20.390003118056413,"agreement_error":2.8066438062523957e-13},{"sample":7,"return_pct":-3.5480262293219544,"win_rate":57.14285714285714,"average_win":1.2488252960352997,"average_loss":2.791081896064777,"mean_pct":-0.48256350057901887,"ci_low":-2.4792685885347745,"ci_high":1.2239465382107058,"quarter_kelly":0,"symbol":"EEM","period":"recent","hold":10,"slip":0.002,"managed":true,"drawdown":7.543274998500838,"vectorbt_return":-3.548026229322069,"agreement_error":1.1457501614131615e-13}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877
QLV90802 metrics rows 235-237 = 3
Quant replication2026-09-08 02:13
[{"sample":35,"return_pct":-18.345955757313583,"win_rate":40,"average_win":1.3639911586840747,"average_loss":1.8481409663668704,"mean_pct":-0.5632881163464923,"ci_low":-1.1050470598830704,"ci_high":0.000858085460691287,"quarter_kelly":0,"symbol":"EEM","period":"train","hold":10,"slip":0.002,"managed":false,"drawdown":25.610093830305548,"vectorbt_return":-18.345955757313916,"agreement_error":3.339550858072471e-13},{"sample":35,"return_pct":-17.811731307150847,"win_rate":45.714285714285715,"average_win":1.1149231472666041,"average_loss":1.9449932720358043,"mean_pct":-0.5461743374975606,"ci_low":-1.0686130857563152,"ci_high":-0.010796614611042008,"quarter_kelly":0,"symbol":"EEM","period":"holdout","hold":10,"slip":0.002,"managed":false,"drawdown":20.977873458042417,"vectorbt_return":-17.811731307151106,"agreement_error":2.5934809855243657e-13},{"sample":7,"return_pct":-5.19311141525951,"win_rate":57.14285714285714,"average_win":1.9045567240833672,"average_loss":4.194610895726891,"mean_pct":-0.709372255835315,"ci_low":-3.025041133043543,"ci_high":1.538313270091778,"quarter_kelly":0,"symbol":"EEM","period":"recent","hold":10,"slip":0.002,"managed":false,"drawdown":11.068061883313119,"vectorbt_return":-5.1931114152596365,"agreement_error":1.2612133559741778e-13}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877
QLV90802 metrics rows 232-234 = 3
Quant replication2026-09-08 02:13
[{"sample":35,"return_pct":-7.765057670752351,"win_rate":48.57142857142857,"average_win":1.1542476315919092,"average_loss":1.5178631647942606,"mean_pct":-0.2199807779781209,"ci_low":-0.6897717782793654,"ci_high":0.2734549963170242,"quarter_kelly":0,"symbol":"EEM","period":"train","hold":10,"slip":0.0005,"managed":true,"drawdown":16.24514154430432,"vectorbt_return":-7.765057670752781,"agreement_error":4.298783551348606e-13},{"sample":35,"return_pct":-11.576315524949809,"win_rate":48.57142857142857,"average_win":1.0711578752331257,"average_loss":1.6735938221568343,"mean_pct":-0.34042871199599667,"ci_low":-0.81450598341162,"ci_high":0.13582977850480352,"quarter_kelly":0,"symbol":"EEM","period":"holdout","hold":10,"slip":0.0005,"managed":true,"drawdown":16.048858012501622,"vectorbt_return":-11.576315524950168,"agreement_error":3.588240815588506e-13},{"sample":7,"return_pct":-1.5011138415761849,"win_rate":71.42857142857143,"average_win":1.286534954581029,"average_loss":3.8588057529029274,"mean_pct":-0.18356239041438713,"ci_low":-2.1072361018288417,"ci_high":1.5401298121161395,"quarter_kelly":0,"symbol":"EEM","period":"recent","hold":10,"slip":0.0005,"managed":true,"drawdown":6.567187920166129,"vectorbt_return":-1.5011138415762346,"agreement_error":4.973799150320701e-14}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877
QLV90802 metrics rows 229-231 = 3
Quant replication2026-09-08 02:13
[{"sample":35,"return_pct":-9.305970016126574,"win_rate":40,"average_win":1.6685402603617567,"average_loss":1.5532427470387495,"mean_pct":-0.264529544078547,"ci_low":-0.8174932790422839,"ci_high":0.2849438865793197,"quarter_kelly":0,"symbol":"EEM","period":"train","hold":10,"slip":0.0005,"managed":false,"drawdown":18.975919881513047,"vectorbt_return":-9.30597001612692,"agreement_error":3.4638958368304884e-13},{"sample":35,"return_pct":-8.71260114198764,"win_rate":45.714285714285715,"average_win":1.4187239216707905,"average_loss":1.6503860464062294,"mean_pct":-0.24736434671387736,"ci_low":-0.7708327962795181,"ci_high":0.27367060707513846,"quarter_kelly":0,"symbol":"EEM","period":"holdout","hold":10,"slip":0.0005,"managed":false,"drawdown":16.93010136427624,"vectorbt_return":-8.712601141987875,"agreement_error":2.3447910280083306e-13},{"sample":7,"return_pct":-3.181111172017914,"win_rate":57.14285714285714,"average_win":2.21072996028317,"average_loss":3.9067626682245913,"mean_pct":-0.41105259479158485,"ci_low":-2.8052932741367633,"ci_high":1.7848338850495749,"quarter_kelly":0,"symbol":"EEM","period":"recent","hold":10,"slip":0.0005,"managed":false,"drawdown":10.342502286882937,"vectorbt_return":-3.181111172017978,"agreement_error":6.394884621840902e-14}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877
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