[auto] Update DeePM model weights and signals
Browse files- models/deepm_optionA_best.pt +1 -1
- models/deepm_optionA_evar_best.pt +1 -1
- models/deepm_optionA_sharpe_best.pt +1 -1
- models/deepm_optionA_w1_evar.pt +1 -1
- models/deepm_optionA_w1_sharpe.pt +1 -1
- models/deepm_optionA_w2_evar.pt +1 -1
- models/deepm_optionA_w2_sharpe.pt +1 -1
- models/deepm_optionA_w3_evar.pt +1 -1
- models/deepm_optionA_w3_sharpe.pt +1 -1
- models/deepm_optionA_w4_evar.pt +1 -1
- models/deepm_optionA_w4_sharpe.pt +1 -1
- models/deepm_optionA_w5_evar.pt +1 -1
- models/deepm_optionA_w5_sharpe.pt +1 -1
- models/deepm_optionA_w6_evar.pt +1 -1
- models/deepm_optionA_w6_sharpe.pt +1 -1
- models/deepm_optionA_w7_evar.pt +1 -1
- models/deepm_optionA_w7_sharpe.pt +1 -1
- models/deepm_optionA_w8_evar.pt +1 -1
- models/deepm_optionA_w8_sharpe.pt +1 -1
- models/deepm_optionA_window_best.pt +1 -1
- models/deepm_optionB_best.pt +1 -1
- models/deepm_optionB_evar_best.pt +1 -1
- models/deepm_optionB_sharpe_best.pt +1 -1
- models/deepm_optionB_w1_evar.pt +1 -1
- models/deepm_optionB_w1_sharpe.pt +1 -1
- models/deepm_optionB_w2_evar.pt +1 -1
- models/deepm_optionB_w2_sharpe.pt +1 -1
- models/deepm_optionB_w3_evar.pt +1 -1
- models/deepm_optionB_w3_sharpe.pt +1 -1
- models/deepm_optionB_w4_evar.pt +1 -1
- models/deepm_optionB_w4_sharpe.pt +1 -1
- models/deepm_optionB_w5_evar.pt +1 -1
- models/deepm_optionB_w5_sharpe.pt +1 -1
- models/deepm_optionB_w6_evar.pt +1 -1
- models/deepm_optionB_w6_sharpe.pt +1 -1
- models/deepm_optionB_w7_evar.pt +1 -1
- models/deepm_optionB_w7_sharpe.pt +1 -1
- models/deepm_optionB_w8_evar.pt +1 -1
- models/deepm_optionB_w8_sharpe.pt +1 -1
- models/deepm_optionB_window_best.pt +1 -1
- models/meta_optionA.json +118 -178
- models/meta_optionA_window.json +54 -54
- models/meta_optionB.json +74 -74
- models/meta_optionB_window.json +54 -54
- models/scaler_optionA_window.pkl +1 -1
- models/scaler_optionB_window.pkl +1 -1
models/deepm_optionA_best.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532854
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ed23ff4e188ad146b4a41b6fae8fffab3b35a9b841fdd523ab49691b40f82b3c
|
| 3 |
size 532854
|
models/deepm_optionA_evar_best.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532766
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:46615958f8cbe0ce4f009bd5e93d5d5c3270b3b02a79b4dcd40921d8c6d693a8
|
| 3 |
size 532766
|
models/deepm_optionA_sharpe_best.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532854
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ed23ff4e188ad146b4a41b6fae8fffab3b35a9b841fdd523ab49691b40f82b3c
|
| 3 |
size 532854
|
models/deepm_optionA_w1_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532614
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e0884de477cb92bdc270118616d1268e9090e639d3033e8a987538342adb599c
|
| 3 |
size 532614
|
models/deepm_optionA_w1_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532766
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fb8b5d7b9a506f59db0dd00e980b826665258ce163ad017567903faf54cc72c7
|
| 3 |
size 532766
|
models/deepm_optionA_w2_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532614
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:27ab2b128c8236dfc99d92439f2c1f8f2a8c7bc7c5bf603fb4c3d4c16b7319ac
|
| 3 |
size 532614
|
models/deepm_optionA_w2_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532766
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0f5ff2d3fb93035233ed27b9a638d2437933bbd81c6ff2b712f3acaa6e5fc874
|
| 3 |
size 532766
|
models/deepm_optionA_w3_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532614
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b386b1405bcf8c5ea0fa38f1d8f4828105c43bee1c4ba3e28827dc6693a76d0f
|
| 3 |
size 532614
|
models/deepm_optionA_w3_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532766
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:adbd86b68eaa3f17c9f053f07a17a805f4b8861a58b6482578927b66a718b241
|
| 3 |
size 532766
|
models/deepm_optionA_w4_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532614
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:03884f591d37e1acaa8fcc9fd792d939a8e28a77abda1819712d241a0c62c987
|
| 3 |
size 532614
|
models/deepm_optionA_w4_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532766
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:feae90c017e5181780f5c661dc73fade658a7ce743b5722bb160cd4bfbd468fa
|
| 3 |
size 532766
|
models/deepm_optionA_w5_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532614
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4bd4e73c98391c208e15a67cd3078baf96b48136c076d88a9f3c509fe4d722ed
|
| 3 |
size 532614
|
models/deepm_optionA_w5_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532766
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4867f037231ba1b7a593b299b2e11103e28451625cd8b3bcdfdebf456b1a52f2
|
| 3 |
size 532766
|
models/deepm_optionA_w6_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532614
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c3c42c8e5cd15ef20242746930e74a9faa58827a906b19c10113a0bc52f798a7
|
| 3 |
size 532614
|
models/deepm_optionA_w6_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532766
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ff755d7607cf1fe5f7a1d432b916446a3d6ef193d9be9e4ed02a268145556a23
|
| 3 |
size 532766
|
models/deepm_optionA_w7_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532614
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2a2fab5d9d0391d140147527ededd6f05824c35ff6e0a1375927e0d192af0fcc
|
| 3 |
size 532614
|
models/deepm_optionA_w7_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532766
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8c49e9866b033d488698748ea8679a75712200cecb51fc9503bb5b93ec59c269
|
| 3 |
size 532766
|
models/deepm_optionA_w8_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532614
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6f5e855fa19fb151e877f18cdd75487f5ab3fbebbfc21ea68f9c8ec4b0047870
|
| 3 |
size 532614
|
models/deepm_optionA_w8_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532766
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0043a93c2ccfc0a0b24b76640d825b7e1cb3460787f6175ecd9b4c4315b0c8de
|
| 3 |
size 532766
|
models/deepm_optionA_window_best.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 532766
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0043a93c2ccfc0a0b24b76640d825b7e1cb3460787f6175ecd9b4c4315b0c8de
|
| 3 |
size 532766
|
models/deepm_optionB_best.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 536054
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:10ecf36d241a6592f3135924fc06370d3cbd1ae60aab1c360662ab87dcd37b9b
|
| 3 |
size 536054
|
models/deepm_optionB_evar_best.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535966
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4e765ecdc91b0cef4c36d86b346f73130bcdde27328f64f0ffbe8a31adb40eda
|
| 3 |
size 535966
|
models/deepm_optionB_sharpe_best.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 536054
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:10ecf36d241a6592f3135924fc06370d3cbd1ae60aab1c360662ab87dcd37b9b
|
| 3 |
size 536054
|
models/deepm_optionB_w1_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535814
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f765ed104253422853fb51bfcc2a89db8bfd4fa8c9434223789782d494f634b2
|
| 3 |
size 535814
|
models/deepm_optionB_w1_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535966
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:aa5469afe03ecc38861cef95f2a387c4ab247e761e7b1b1d960ea3c9894c624c
|
| 3 |
size 535966
|
models/deepm_optionB_w2_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535814
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:431dc43bf71d8a97d28e83f8af38f33145d12ff8a10dc9419bc6f6aa79a46bfd
|
| 3 |
size 535814
|
models/deepm_optionB_w2_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535966
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:413a77cf2d439b31914fe972b92291a03d731c78a704b928d13402ca93b6281c
|
| 3 |
size 535966
|
models/deepm_optionB_w3_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535814
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0429784c2ae4bf3fd6912f9f1f4ff4a6b261f83c54ffd52b4c759ca5fe6c6590
|
| 3 |
size 535814
|
models/deepm_optionB_w3_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535966
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:48486aea482218458011eeefaa4be45c7a4879afa57a28e8f10515107fd1bfb5
|
| 3 |
size 535966
|
models/deepm_optionB_w4_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535814
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:63bec45353443032ab9193112686e9ef658e5b17d8096f33ab80747a1db0abca
|
| 3 |
size 535814
|
models/deepm_optionB_w4_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535966
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1761e18a2f20646965f76ba8efebea5c0604bf43835585b91571c488f63fe631
|
| 3 |
size 535966
|
models/deepm_optionB_w5_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535814
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5e57de9968d65b1194125669ee4524d2b8ac916cad9695e7e0368d68ad265137
|
| 3 |
size 535814
|
models/deepm_optionB_w5_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535966
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3c69b80a73ee498379626373f695f368ec123ed81053a67a3b5283925792dede
|
| 3 |
size 535966
|
models/deepm_optionB_w6_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535814
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:30015cec218d2b25dad9046de7a6eff89c9399ce628d988694634c22cb9eee8e
|
| 3 |
size 535814
|
models/deepm_optionB_w6_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535966
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9e62f3697242e3e289e870e0876377fbb9e01fa09bec69d007e13c81279023ba
|
| 3 |
size 535966
|
models/deepm_optionB_w7_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535814
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d5559e8884839383633e7a12a789e4832688c4a84b85bc27c1f989f418f0ca9c
|
| 3 |
size 535814
|
models/deepm_optionB_w7_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535966
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e0407af000dd6b8af2eb2a331bb92fc7b9dfdd41bc2d191ed12fecfde7b505f6
|
| 3 |
size 535966
|
models/deepm_optionB_w8_evar.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535814
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3d3683f356a3ee303876b13f1adab5a76de2515288995298330e601074aafb98
|
| 3 |
size 535814
|
models/deepm_optionB_w8_sharpe.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535966
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b104952b76f24122b8353c7df57b37a744b946450fc19e6178fb795f1c441167
|
| 3 |
size 535966
|
models/deepm_optionB_window_best.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 535966
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9e62f3697242e3e289e870e0876377fbb9e01fa09bec69d007e13c81279023ba
|
| 3 |
size 535966
|
models/meta_optionA.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
"option": "A",
|
| 3 |
-
"trained_at": "2026-04-
|
| 4 |
-
"elapsed_sec":
|
| 5 |
"n_params": 129616,
|
| 6 |
"n_assets": 8,
|
| 7 |
"tickers": [
|
|
@@ -19,197 +19,137 @@
|
|
| 19 |
"n_macro_feats": 19,
|
| 20 |
"lookback": 60,
|
| 21 |
"loss_fn": "sharpe",
|
| 22 |
-
"best_val_loss": -
|
| 23 |
-
"best_val_sharpe": 0.
|
| 24 |
-
"best_val_ann_return": 0.
|
| 25 |
-
"test_loss": -1.
|
| 26 |
-
"test_sharpe": 1.
|
| 27 |
-
"test_ann_return": 0.
|
| 28 |
"splits": {
|
| 29 |
"n_train": 3175,
|
| 30 |
"n_val": 680,
|
| 31 |
-
"n_test":
|
| 32 |
"train_start": "2008-04-01",
|
| 33 |
"train_end": "2020-11-05",
|
| 34 |
"val_end": "2023-07-24",
|
| 35 |
-
"test_end": "2026-04-
|
| 36 |
},
|
| 37 |
"history": {
|
| 38 |
"train_loss": [
|
| 39 |
-
-0.
|
| 40 |
-
-1.
|
| 41 |
-
-1.
|
| 42 |
-
-1.
|
| 43 |
-
-
|
| 44 |
-
-
|
| 45 |
-
-2.
|
| 46 |
-
-2.
|
| 47 |
-
-2.
|
| 48 |
-
-2.
|
| 49 |
-
-2.
|
| 50 |
-
-2.
|
| 51 |
-
-2.
|
| 52 |
-
-
|
| 53 |
-
-
|
| 54 |
-
-3.
|
| 55 |
-
-3.
|
| 56 |
-
-
|
| 57 |
-
-
|
| 58 |
-
-
|
| 59 |
-
-
|
| 60 |
-
-4.
|
| 61 |
-
-4.
|
| 62 |
-
-4.
|
| 63 |
-
-4.
|
| 64 |
-
-4.
|
| 65 |
-
-4.
|
| 66 |
-
-4.939224,
|
| 67 |
-
-5.097856,
|
| 68 |
-
-4.890575,
|
| 69 |
-
-5.212774,
|
| 70 |
-
-5.430839,
|
| 71 |
-
-5.317711,
|
| 72 |
-
-5.386978,
|
| 73 |
-
-5.695498,
|
| 74 |
-
-5.854437,
|
| 75 |
-
-5.955183,
|
| 76 |
-
-6.07141,
|
| 77 |
-
-6.085086,
|
| 78 |
-
-6.229462,
|
| 79 |
-
-6.339689,
|
| 80 |
-
-6.339749
|
| 81 |
],
|
| 82 |
"val_loss": [
|
| 83 |
-
-0.
|
| 84 |
-
-0.
|
| 85 |
-
-0.
|
| 86 |
-
-0.
|
| 87 |
-
-0.
|
| 88 |
-
-0.
|
| 89 |
-
-0.
|
| 90 |
-
-0.
|
| 91 |
-
-0.
|
| 92 |
-
-0.
|
| 93 |
-
-0.
|
| 94 |
-
-
|
| 95 |
-
-0.
|
| 96 |
-
-0.
|
| 97 |
-
-0.
|
| 98 |
-
-0.
|
| 99 |
-
-0.
|
| 100 |
-
-0.
|
| 101 |
-
-0.
|
| 102 |
-
-0.
|
| 103 |
-
-0.
|
| 104 |
-
-0.
|
| 105 |
-
-0.
|
| 106 |
-
-0.
|
| 107 |
-
-0.
|
| 108 |
-
-0.
|
| 109 |
-
-0.
|
| 110 |
-
-0.889763,
|
| 111 |
-
-0.500014,
|
| 112 |
-
-0.788235,
|
| 113 |
-
-0.709879,
|
| 114 |
-
-0.771557,
|
| 115 |
-
-0.978227,
|
| 116 |
-
-1.030575,
|
| 117 |
-
-0.934504,
|
| 118 |
-
-0.892714,
|
| 119 |
-
-0.887497,
|
| 120 |
-
-1.078259,
|
| 121 |
-
-0.930644,
|
| 122 |
-
-0.956568,
|
| 123 |
-
-0.952421,
|
| 124 |
-
-0.890631
|
| 125 |
],
|
| 126 |
"val_sharpe": [
|
| 127 |
-
-0.
|
| 128 |
-
-0.
|
| 129 |
-
|
| 130 |
-
|
| 131 |
-
|
| 132 |
-
|
| 133 |
-
0.
|
| 134 |
-
0.
|
| 135 |
-
0.
|
| 136 |
-
0.
|
| 137 |
-
|
| 138 |
-
0.
|
| 139 |
-
0.
|
| 140 |
-
0.
|
| 141 |
-
0.
|
| 142 |
-
0.
|
| 143 |
-
0.
|
| 144 |
-
0.
|
| 145 |
-
0.
|
| 146 |
-
0.
|
| 147 |
-
0.
|
| 148 |
-
0.
|
| 149 |
-
0.
|
| 150 |
-
0.
|
| 151 |
-
0.
|
| 152 |
-
0.
|
| 153 |
-
0.
|
| 154 |
-
0.2957,
|
| 155 |
-
-0.0028,
|
| 156 |
-
0.2356,
|
| 157 |
-
0.0959,
|
| 158 |
-
0.1875,
|
| 159 |
-
0.2923,
|
| 160 |
-
0.3238,
|
| 161 |
-
0.277,
|
| 162 |
-
0.2518,
|
| 163 |
-
0.1878,
|
| 164 |
-
0.3306,
|
| 165 |
-
0.2427,
|
| 166 |
-
0.2321,
|
| 167 |
-
0.2424,
|
| 168 |
-
0.216
|
| 169 |
],
|
| 170 |
"val_ann_return": [
|
| 171 |
-
-0.
|
| 172 |
-
-0.
|
| 173 |
-
|
| 174 |
-
|
| 175 |
-
|
| 176 |
-
|
| 177 |
-
0.
|
| 178 |
-
0.
|
| 179 |
-
0.
|
| 180 |
-
0.
|
| 181 |
-
|
| 182 |
-
0.
|
| 183 |
-
0.
|
| 184 |
-
0.
|
| 185 |
-
0.
|
| 186 |
-
0.
|
| 187 |
-
0.
|
| 188 |
-
0.
|
| 189 |
-
0.
|
| 190 |
-
0.
|
| 191 |
-
0.
|
| 192 |
-
0.
|
| 193 |
-
0.
|
| 194 |
-
0.
|
| 195 |
-
0.
|
| 196 |
-
0.
|
| 197 |
-
0.
|
| 198 |
-
0.0412,
|
| 199 |
-
-0.0004,
|
| 200 |
-
0.0328,
|
| 201 |
-
0.0125,
|
| 202 |
-
0.0254,
|
| 203 |
-
0.0411,
|
| 204 |
-
0.0449,
|
| 205 |
-
0.0386,
|
| 206 |
-
0.0354,
|
| 207 |
-
0.026,
|
| 208 |
-
0.0478,
|
| 209 |
-
0.0336,
|
| 210 |
-
0.033,
|
| 211 |
-
0.0347,
|
| 212 |
-
0.0293
|
| 213 |
]
|
| 214 |
},
|
| 215 |
"config": {
|
|
|
|
| 1 |
{
|
| 2 |
"option": "A",
|
| 3 |
+
"trained_at": "2026-04-13T23:24:14.528000",
|
| 4 |
+
"elapsed_sec": 160.1,
|
| 5 |
"n_params": 129616,
|
| 6 |
"n_assets": 8,
|
| 7 |
"tickers": [
|
|
|
|
| 19 |
"n_macro_feats": 19,
|
| 20 |
"lookback": 60,
|
| 21 |
"loss_fn": "sharpe",
|
| 22 |
+
"best_val_loss": -1.069249,
|
| 23 |
+
"best_val_sharpe": 0.5484,
|
| 24 |
+
"best_val_ann_return": 0.0841,
|
| 25 |
+
"test_loss": -1.58469,
|
| 26 |
+
"test_sharpe": 1.4225,
|
| 27 |
+
"test_ann_return": 0.142,
|
| 28 |
"splits": {
|
| 29 |
"n_train": 3175,
|
| 30 |
"n_val": 680,
|
| 31 |
+
"n_test": 682,
|
| 32 |
"train_start": "2008-04-01",
|
| 33 |
"train_end": "2020-11-05",
|
| 34 |
"val_end": "2023-07-24",
|
| 35 |
+
"test_end": "2026-04-13"
|
| 36 |
},
|
| 37 |
"history": {
|
| 38 |
"train_loss": [
|
| 39 |
+
-0.906469,
|
| 40 |
+
-1.403307,
|
| 41 |
+
-1.561113,
|
| 42 |
+
-1.84473,
|
| 43 |
+
-1.948882,
|
| 44 |
+
-2.095448,
|
| 45 |
+
-2.275844,
|
| 46 |
+
-2.413046,
|
| 47 |
+
-2.426762,
|
| 48 |
+
-2.553124,
|
| 49 |
+
-2.727207,
|
| 50 |
+
-2.800418,
|
| 51 |
+
-2.86989,
|
| 52 |
+
-2.816808,
|
| 53 |
+
-2.658524,
|
| 54 |
+
-3.262399,
|
| 55 |
+
-3.027491,
|
| 56 |
+
-3.371269,
|
| 57 |
+
-3.220118,
|
| 58 |
+
-3.899221,
|
| 59 |
+
-3.985789,
|
| 60 |
+
-4.136495,
|
| 61 |
+
-4.09372,
|
| 62 |
+
-4.284491,
|
| 63 |
+
-4.35884,
|
| 64 |
+
-4.554233,
|
| 65 |
+
-4.744357
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 66 |
],
|
| 67 |
"val_loss": [
|
| 68 |
+
-0.211086,
|
| 69 |
+
-0.111971,
|
| 70 |
+
-0.405806,
|
| 71 |
+
-0.607853,
|
| 72 |
+
-0.872597,
|
| 73 |
+
-0.578248,
|
| 74 |
+
-0.754664,
|
| 75 |
+
-0.878143,
|
| 76 |
+
-0.891007,
|
| 77 |
+
-0.500473,
|
| 78 |
+
-0.22425,
|
| 79 |
+
-1.069249,
|
| 80 |
+
-0.765973,
|
| 81 |
+
-0.810813,
|
| 82 |
+
-0.450203,
|
| 83 |
+
-0.512224,
|
| 84 |
+
-0.621253,
|
| 85 |
+
-0.181917,
|
| 86 |
+
-0.509086,
|
| 87 |
+
-0.484159,
|
| 88 |
+
-0.634632,
|
| 89 |
+
-0.708284,
|
| 90 |
+
-0.809717,
|
| 91 |
+
-0.84924,
|
| 92 |
+
-0.832638,
|
| 93 |
+
-0.644122,
|
| 94 |
+
-0.900272
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 95 |
],
|
| 96 |
"val_sharpe": [
|
| 97 |
+
-0.0817,
|
| 98 |
+
-0.1795,
|
| 99 |
+
0.0054,
|
| 100 |
+
0.0746,
|
| 101 |
+
0.2,
|
| 102 |
+
0.0721,
|
| 103 |
+
0.221,
|
| 104 |
+
0.4625,
|
| 105 |
+
0.4242,
|
| 106 |
+
0.0932,
|
| 107 |
+
0.0097,
|
| 108 |
+
0.5484,
|
| 109 |
+
0.3973,
|
| 110 |
+
0.4522,
|
| 111 |
+
0.031,
|
| 112 |
+
0.1228,
|
| 113 |
+
0.1526,
|
| 114 |
+
-0.0088,
|
| 115 |
+
-0.0035,
|
| 116 |
+
0.004,
|
| 117 |
+
0.1432,
|
| 118 |
+
0.1605,
|
| 119 |
+
0.2724,
|
| 120 |
+
0.2863,
|
| 121 |
+
0.3207,
|
| 122 |
+
0.1685,
|
| 123 |
+
0.4316
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 124 |
],
|
| 125 |
"val_ann_return": [
|
| 126 |
+
-0.0076,
|
| 127 |
+
-0.0164,
|
| 128 |
+
0.0005,
|
| 129 |
+
0.0082,
|
| 130 |
+
0.0259,
|
| 131 |
+
0.0086,
|
| 132 |
+
0.0291,
|
| 133 |
+
0.0671,
|
| 134 |
+
0.0591,
|
| 135 |
+
0.0111,
|
| 136 |
+
0.0011,
|
| 137 |
+
0.0841,
|
| 138 |
+
0.0606,
|
| 139 |
+
0.0672,
|
| 140 |
+
0.0038,
|
| 141 |
+
0.0165,
|
| 142 |
+
0.0223,
|
| 143 |
+
-0.0011,
|
| 144 |
+
-0.0005,
|
| 145 |
+
0.0006,
|
| 146 |
+
0.0198,
|
| 147 |
+
0.023,
|
| 148 |
+
0.0383,
|
| 149 |
+
0.0428,
|
| 150 |
+
0.0476,
|
| 151 |
+
0.0238,
|
| 152 |
+
0.0644
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 153 |
]
|
| 154 |
},
|
| 155 |
"config": {
|
models/meta_optionA_window.json
CHANGED
|
@@ -1,14 +1,14 @@
|
|
| 1 |
{
|
| 2 |
"option": "A",
|
| 3 |
-
"trained_at": "2026-04-
|
| 4 |
-
"elapsed_sec":
|
| 5 |
"n_windows": 8,
|
| 6 |
-
"winning_window":
|
| 7 |
-
"winning_train_start": "
|
| 8 |
"winning_train_end": "2024-12-31",
|
| 9 |
"winning_loss": "sharpe",
|
| 10 |
-
"oos_ann_return": 0.
|
| 11 |
-
"oos_sharpe": 2.
|
| 12 |
"all_windows": [
|
| 13 |
{
|
| 14 |
"window_id": 1,
|
|
@@ -17,9 +17,9 @@
|
|
| 17 |
"oos_start": "2025-01-01",
|
| 18 |
"loss_fn": "evar",
|
| 19 |
"n_train": 4218,
|
| 20 |
-
"n_oos":
|
| 21 |
-
"oos_ann_return": 0.
|
| 22 |
-
"oos_sharpe": 1.
|
| 23 |
"model_path": "models/deepm_optionA_w1_evar.pt"
|
| 24 |
},
|
| 25 |
{
|
|
@@ -29,9 +29,9 @@
|
|
| 29 |
"oos_start": "2025-01-01",
|
| 30 |
"loss_fn": "sharpe",
|
| 31 |
"n_train": 4218,
|
| 32 |
-
"n_oos":
|
| 33 |
-
"oos_ann_return": 0.
|
| 34 |
-
"oos_sharpe":
|
| 35 |
"model_path": "models/deepm_optionA_w1_sharpe.pt"
|
| 36 |
},
|
| 37 |
{
|
|
@@ -41,9 +41,9 @@
|
|
| 41 |
"oos_start": "2025-01-01",
|
| 42 |
"loss_fn": "evar",
|
| 43 |
"n_train": 3774,
|
| 44 |
-
"n_oos":
|
| 45 |
-
"oos_ann_return": 0.
|
| 46 |
-
"oos_sharpe": 1.
|
| 47 |
"model_path": "models/deepm_optionA_w2_evar.pt"
|
| 48 |
},
|
| 49 |
{
|
|
@@ -53,9 +53,9 @@
|
|
| 53 |
"oos_start": "2025-01-01",
|
| 54 |
"loss_fn": "sharpe",
|
| 55 |
"n_train": 3774,
|
| 56 |
-
"n_oos":
|
| 57 |
-
"oos_ann_return": 0.
|
| 58 |
-
"oos_sharpe": 2.
|
| 59 |
"model_path": "models/deepm_optionA_w2_sharpe.pt"
|
| 60 |
},
|
| 61 |
{
|
|
@@ -65,9 +65,9 @@
|
|
| 65 |
"oos_start": "2025-01-01",
|
| 66 |
"loss_fn": "evar",
|
| 67 |
"n_train": 3270,
|
| 68 |
-
"n_oos":
|
| 69 |
-
"oos_ann_return": 0.
|
| 70 |
-
"oos_sharpe": 1.
|
| 71 |
"model_path": "models/deepm_optionA_w3_evar.pt"
|
| 72 |
},
|
| 73 |
{
|
|
@@ -77,9 +77,9 @@
|
|
| 77 |
"oos_start": "2025-01-01",
|
| 78 |
"loss_fn": "sharpe",
|
| 79 |
"n_train": 3270,
|
| 80 |
-
"n_oos":
|
| 81 |
-
"oos_ann_return": 0.
|
| 82 |
-
"oos_sharpe":
|
| 83 |
"model_path": "models/deepm_optionA_w3_sharpe.pt"
|
| 84 |
},
|
| 85 |
{
|
|
@@ -89,9 +89,9 @@
|
|
| 89 |
"oos_start": "2025-01-01",
|
| 90 |
"loss_fn": "evar",
|
| 91 |
"n_train": 2768,
|
| 92 |
-
"n_oos":
|
| 93 |
-
"oos_ann_return": 0.
|
| 94 |
-
"oos_sharpe": 1.
|
| 95 |
"model_path": "models/deepm_optionA_w4_evar.pt"
|
| 96 |
},
|
| 97 |
{
|
|
@@ -101,9 +101,9 @@
|
|
| 101 |
"oos_start": "2025-01-01",
|
| 102 |
"loss_fn": "sharpe",
|
| 103 |
"n_train": 2768,
|
| 104 |
-
"n_oos":
|
| 105 |
-
"oos_ann_return": 0.
|
| 106 |
-
"oos_sharpe":
|
| 107 |
"model_path": "models/deepm_optionA_w4_sharpe.pt"
|
| 108 |
},
|
| 109 |
{
|
|
@@ -113,9 +113,9 @@
|
|
| 113 |
"oos_start": "2025-01-01",
|
| 114 |
"loss_fn": "evar",
|
| 115 |
"n_train": 2264,
|
| 116 |
-
"n_oos":
|
| 117 |
-
"oos_ann_return": 0.
|
| 118 |
-
"oos_sharpe": 1.
|
| 119 |
"model_path": "models/deepm_optionA_w5_evar.pt"
|
| 120 |
},
|
| 121 |
{
|
|
@@ -125,9 +125,9 @@
|
|
| 125 |
"oos_start": "2025-01-01",
|
| 126 |
"loss_fn": "sharpe",
|
| 127 |
"n_train": 2264,
|
| 128 |
-
"n_oos":
|
| 129 |
-
"oos_ann_return": 0.
|
| 130 |
-
"oos_sharpe": 1.
|
| 131 |
"model_path": "models/deepm_optionA_w5_sharpe.pt"
|
| 132 |
},
|
| 133 |
{
|
|
@@ -137,9 +137,9 @@
|
|
| 137 |
"oos_start": "2025-01-01",
|
| 138 |
"loss_fn": "evar",
|
| 139 |
"n_train": 1761,
|
| 140 |
-
"n_oos":
|
| 141 |
-
"oos_ann_return": 0.
|
| 142 |
-
"oos_sharpe": 1.
|
| 143 |
"model_path": "models/deepm_optionA_w6_evar.pt"
|
| 144 |
},
|
| 145 |
{
|
|
@@ -149,9 +149,9 @@
|
|
| 149 |
"oos_start": "2025-01-01",
|
| 150 |
"loss_fn": "sharpe",
|
| 151 |
"n_train": 1761,
|
| 152 |
-
"n_oos":
|
| 153 |
-
"oos_ann_return": 0.
|
| 154 |
-
"oos_sharpe":
|
| 155 |
"model_path": "models/deepm_optionA_w6_sharpe.pt"
|
| 156 |
},
|
| 157 |
{
|
|
@@ -161,9 +161,9 @@
|
|
| 161 |
"oos_start": "2025-01-01",
|
| 162 |
"loss_fn": "evar",
|
| 163 |
"n_train": 1258,
|
| 164 |
-
"n_oos":
|
| 165 |
-
"oos_ann_return": 0.
|
| 166 |
-
"oos_sharpe":
|
| 167 |
"model_path": "models/deepm_optionA_w7_evar.pt"
|
| 168 |
},
|
| 169 |
{
|
|
@@ -173,9 +173,9 @@
|
|
| 173 |
"oos_start": "2025-01-01",
|
| 174 |
"loss_fn": "sharpe",
|
| 175 |
"n_train": 1258,
|
| 176 |
-
"n_oos":
|
| 177 |
-
"oos_ann_return": 0.
|
| 178 |
-
"oos_sharpe": 2.
|
| 179 |
"model_path": "models/deepm_optionA_w7_sharpe.pt"
|
| 180 |
},
|
| 181 |
{
|
|
@@ -185,9 +185,9 @@
|
|
| 185 |
"oos_start": "2025-01-01",
|
| 186 |
"loss_fn": "evar",
|
| 187 |
"n_train": 753,
|
| 188 |
-
"n_oos":
|
| 189 |
-
"oos_ann_return": 0.
|
| 190 |
-
"oos_sharpe": 2.
|
| 191 |
"model_path": "models/deepm_optionA_w8_evar.pt"
|
| 192 |
},
|
| 193 |
{
|
|
@@ -197,9 +197,9 @@
|
|
| 197 |
"oos_start": "2025-01-01",
|
| 198 |
"loss_fn": "sharpe",
|
| 199 |
"n_train": 753,
|
| 200 |
-
"n_oos":
|
| 201 |
-
"oos_ann_return": 0.
|
| 202 |
-
"oos_sharpe": 2.
|
| 203 |
"model_path": "models/deepm_optionA_w8_sharpe.pt"
|
| 204 |
}
|
| 205 |
],
|
|
|
|
| 1 |
{
|
| 2 |
"option": "A",
|
| 3 |
+
"trained_at": "2026-04-13T23:56:05.128190",
|
| 4 |
+
"elapsed_sec": 1600.8,
|
| 5 |
"n_windows": 8,
|
| 6 |
+
"winning_window": 8,
|
| 7 |
+
"winning_train_start": "2022-01-01",
|
| 8 |
"winning_train_end": "2024-12-31",
|
| 9 |
"winning_loss": "sharpe",
|
| 10 |
+
"oos_ann_return": 0.3733,
|
| 11 |
+
"oos_sharpe": 2.6979,
|
| 12 |
"all_windows": [
|
| 13 |
{
|
| 14 |
"window_id": 1,
|
|
|
|
| 17 |
"oos_start": "2025-01-01",
|
| 18 |
"loss_fn": "evar",
|
| 19 |
"n_train": 4218,
|
| 20 |
+
"n_oos": 319,
|
| 21 |
+
"oos_ann_return": 0.0729,
|
| 22 |
+
"oos_sharpe": 1.4561,
|
| 23 |
"model_path": "models/deepm_optionA_w1_evar.pt"
|
| 24 |
},
|
| 25 |
{
|
|
|
|
| 29 |
"oos_start": "2025-01-01",
|
| 30 |
"loss_fn": "sharpe",
|
| 31 |
"n_train": 4218,
|
| 32 |
+
"n_oos": 319,
|
| 33 |
+
"oos_ann_return": 0.2622,
|
| 34 |
+
"oos_sharpe": 2.2268,
|
| 35 |
"model_path": "models/deepm_optionA_w1_sharpe.pt"
|
| 36 |
},
|
| 37 |
{
|
|
|
|
| 41 |
"oos_start": "2025-01-01",
|
| 42 |
"loss_fn": "evar",
|
| 43 |
"n_train": 3774,
|
| 44 |
+
"n_oos": 319,
|
| 45 |
+
"oos_ann_return": 0.0729,
|
| 46 |
+
"oos_sharpe": 1.4561,
|
| 47 |
"model_path": "models/deepm_optionA_w2_evar.pt"
|
| 48 |
},
|
| 49 |
{
|
|
|
|
| 53 |
"oos_start": "2025-01-01",
|
| 54 |
"loss_fn": "sharpe",
|
| 55 |
"n_train": 3774,
|
| 56 |
+
"n_oos": 319,
|
| 57 |
+
"oos_ann_return": 0.2959,
|
| 58 |
+
"oos_sharpe": 2.7575,
|
| 59 |
"model_path": "models/deepm_optionA_w2_sharpe.pt"
|
| 60 |
},
|
| 61 |
{
|
|
|
|
| 65 |
"oos_start": "2025-01-01",
|
| 66 |
"loss_fn": "evar",
|
| 67 |
"n_train": 3270,
|
| 68 |
+
"n_oos": 319,
|
| 69 |
+
"oos_ann_return": 0.08,
|
| 70 |
+
"oos_sharpe": 1.7896,
|
| 71 |
"model_path": "models/deepm_optionA_w3_evar.pt"
|
| 72 |
},
|
| 73 |
{
|
|
|
|
| 77 |
"oos_start": "2025-01-01",
|
| 78 |
"loss_fn": "sharpe",
|
| 79 |
"n_train": 3270,
|
| 80 |
+
"n_oos": 319,
|
| 81 |
+
"oos_ann_return": 0.2668,
|
| 82 |
+
"oos_sharpe": 1.9725,
|
| 83 |
"model_path": "models/deepm_optionA_w3_sharpe.pt"
|
| 84 |
},
|
| 85 |
{
|
|
|
|
| 89 |
"oos_start": "2025-01-01",
|
| 90 |
"loss_fn": "evar",
|
| 91 |
"n_train": 2768,
|
| 92 |
+
"n_oos": 319,
|
| 93 |
+
"oos_ann_return": 0.0925,
|
| 94 |
+
"oos_sharpe": 1.9426,
|
| 95 |
"model_path": "models/deepm_optionA_w4_evar.pt"
|
| 96 |
},
|
| 97 |
{
|
|
|
|
| 101 |
"oos_start": "2025-01-01",
|
| 102 |
"loss_fn": "sharpe",
|
| 103 |
"n_train": 2768,
|
| 104 |
+
"n_oos": 319,
|
| 105 |
+
"oos_ann_return": 0.1807,
|
| 106 |
+
"oos_sharpe": 1.2598,
|
| 107 |
"model_path": "models/deepm_optionA_w4_sharpe.pt"
|
| 108 |
},
|
| 109 |
{
|
|
|
|
| 113 |
"oos_start": "2025-01-01",
|
| 114 |
"loss_fn": "evar",
|
| 115 |
"n_train": 2264,
|
| 116 |
+
"n_oos": 319,
|
| 117 |
+
"oos_ann_return": 0.0758,
|
| 118 |
+
"oos_sharpe": 1.742,
|
| 119 |
"model_path": "models/deepm_optionA_w5_evar.pt"
|
| 120 |
},
|
| 121 |
{
|
|
|
|
| 125 |
"oos_start": "2025-01-01",
|
| 126 |
"loss_fn": "sharpe",
|
| 127 |
"n_train": 2264,
|
| 128 |
+
"n_oos": 319,
|
| 129 |
+
"oos_ann_return": 0.2445,
|
| 130 |
+
"oos_sharpe": 1.886,
|
| 131 |
"model_path": "models/deepm_optionA_w5_sharpe.pt"
|
| 132 |
},
|
| 133 |
{
|
|
|
|
| 137 |
"oos_start": "2025-01-01",
|
| 138 |
"loss_fn": "evar",
|
| 139 |
"n_train": 1761,
|
| 140 |
+
"n_oos": 319,
|
| 141 |
+
"oos_ann_return": 0.0791,
|
| 142 |
+
"oos_sharpe": 1.6157,
|
| 143 |
"model_path": "models/deepm_optionA_w6_evar.pt"
|
| 144 |
},
|
| 145 |
{
|
|
|
|
| 149 |
"oos_start": "2025-01-01",
|
| 150 |
"loss_fn": "sharpe",
|
| 151 |
"n_train": 1761,
|
| 152 |
+
"n_oos": 319,
|
| 153 |
+
"oos_ann_return": 0.3003,
|
| 154 |
+
"oos_sharpe": 2.6791,
|
| 155 |
"model_path": "models/deepm_optionA_w6_sharpe.pt"
|
| 156 |
},
|
| 157 |
{
|
|
|
|
| 161 |
"oos_start": "2025-01-01",
|
| 162 |
"loss_fn": "evar",
|
| 163 |
"n_train": 1258,
|
| 164 |
+
"n_oos": 319,
|
| 165 |
+
"oos_ann_return": 0.1086,
|
| 166 |
+
"oos_sharpe": 1.8001,
|
| 167 |
"model_path": "models/deepm_optionA_w7_evar.pt"
|
| 168 |
},
|
| 169 |
{
|
|
|
|
| 173 |
"oos_start": "2025-01-01",
|
| 174 |
"loss_fn": "sharpe",
|
| 175 |
"n_train": 1258,
|
| 176 |
+
"n_oos": 319,
|
| 177 |
+
"oos_ann_return": 0.2972,
|
| 178 |
+
"oos_sharpe": 2.2826,
|
| 179 |
"model_path": "models/deepm_optionA_w7_sharpe.pt"
|
| 180 |
},
|
| 181 |
{
|
|
|
|
| 185 |
"oos_start": "2025-01-01",
|
| 186 |
"loss_fn": "evar",
|
| 187 |
"n_train": 753,
|
| 188 |
+
"n_oos": 319,
|
| 189 |
+
"oos_ann_return": 0.1942,
|
| 190 |
+
"oos_sharpe": 2.0391,
|
| 191 |
"model_path": "models/deepm_optionA_w8_evar.pt"
|
| 192 |
},
|
| 193 |
{
|
|
|
|
| 197 |
"oos_start": "2025-01-01",
|
| 198 |
"loss_fn": "sharpe",
|
| 199 |
"n_train": 753,
|
| 200 |
+
"n_oos": 319,
|
| 201 |
+
"oos_ann_return": 0.3733,
|
| 202 |
+
"oos_sharpe": 2.6979,
|
| 203 |
"model_path": "models/deepm_optionA_w8_sharpe.pt"
|
| 204 |
}
|
| 205 |
],
|
models/meta_optionB.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
"option": "B",
|
| 3 |
-
"trained_at": "2026-04-
|
| 4 |
-
"elapsed_sec":
|
| 5 |
"n_params": 130396,
|
| 6 |
"n_assets": 14,
|
| 7 |
"tickers": [
|
|
@@ -25,93 +25,93 @@
|
|
| 25 |
"n_macro_feats": 19,
|
| 26 |
"lookback": 60,
|
| 27 |
"loss_fn": "sharpe",
|
| 28 |
-
"best_val_loss": -1.
|
| 29 |
-
"best_val_sharpe": 0.
|
| 30 |
-
"best_val_ann_return": 0.
|
| 31 |
-
"test_loss": -1.
|
| 32 |
-
"test_sharpe": 1.
|
| 33 |
-
"test_ann_return": 0.
|
| 34 |
"splits": {
|
| 35 |
"n_train": 3175,
|
| 36 |
"n_val": 680,
|
| 37 |
-
"n_test":
|
| 38 |
"train_start": "2008-04-01",
|
| 39 |
"train_end": "2020-11-05",
|
| 40 |
"val_end": "2023-07-24",
|
| 41 |
-
"test_end": "2026-04-
|
| 42 |
},
|
| 43 |
"history": {
|
| 44 |
"train_loss": [
|
| 45 |
-
-
|
| 46 |
-
-1.
|
| 47 |
-
-1.
|
| 48 |
-
-1.
|
| 49 |
-
-1.
|
| 50 |
-
-1.
|
| 51 |
-
-1.
|
| 52 |
-
-1.
|
| 53 |
-
-1.
|
| 54 |
-
-1.
|
| 55 |
-
-1.
|
| 56 |
-
-1.
|
| 57 |
-
-
|
| 58 |
-
-
|
| 59 |
-
-2.
|
| 60 |
-
-2.
|
| 61 |
],
|
| 62 |
"val_loss": [
|
| 63 |
-
-1.
|
| 64 |
-
-1.
|
| 65 |
-
-1.
|
| 66 |
-
-1.
|
| 67 |
-
-1.
|
| 68 |
-
-
|
| 69 |
-
-
|
| 70 |
-
-0.
|
| 71 |
-
-0.
|
| 72 |
-
-0.
|
| 73 |
-
-0.
|
| 74 |
-
-0.
|
| 75 |
-
-0.
|
| 76 |
-
-0.
|
| 77 |
-
-0.
|
| 78 |
-
-0.
|
| 79 |
],
|
| 80 |
"val_sharpe": [
|
| 81 |
-
0.
|
| 82 |
-
0.
|
| 83 |
-
0.
|
| 84 |
-
0.
|
| 85 |
-
0.
|
| 86 |
-
0.
|
| 87 |
-
0.
|
| 88 |
-
|
| 89 |
-
|
| 90 |
-
0.
|
| 91 |
-
|
| 92 |
-
|
| 93 |
-
0.
|
| 94 |
-
-0.
|
| 95 |
-
0.
|
| 96 |
-
|
| 97 |
],
|
| 98 |
"val_ann_return": [
|
| 99 |
-
0.
|
| 100 |
-
0.
|
| 101 |
-
0.
|
| 102 |
-
0.
|
| 103 |
-
0.
|
| 104 |
-
0.
|
| 105 |
-
0.
|
| 106 |
-
|
| 107 |
-
|
| 108 |
-
0.
|
| 109 |
-
|
| 110 |
-
|
| 111 |
-
0.
|
| 112 |
-
-0.
|
| 113 |
-
0.
|
| 114 |
-
|
| 115 |
]
|
| 116 |
},
|
| 117 |
"config": {
|
|
|
|
| 1 |
{
|
| 2 |
"option": "B",
|
| 3 |
+
"trained_at": "2026-04-13T23:29:22.062119",
|
| 4 |
+
"elapsed_sec": 152.7,
|
| 5 |
"n_params": 130396,
|
| 6 |
"n_assets": 14,
|
| 7 |
"tickers": [
|
|
|
|
| 25 |
"n_macro_feats": 19,
|
| 26 |
"lookback": 60,
|
| 27 |
"loss_fn": "sharpe",
|
| 28 |
+
"best_val_loss": -1.469101,
|
| 29 |
+
"best_val_sharpe": 0.7987,
|
| 30 |
+
"best_val_ann_return": 0.1368,
|
| 31 |
+
"test_loss": -1.391623,
|
| 32 |
+
"test_sharpe": 1.1843,
|
| 33 |
+
"test_ann_return": 0.1627,
|
| 34 |
"splits": {
|
| 35 |
"n_train": 3175,
|
| 36 |
"n_val": 680,
|
| 37 |
+
"n_test": 682,
|
| 38 |
"train_start": "2008-04-01",
|
| 39 |
"train_end": "2020-11-05",
|
| 40 |
"val_end": "2023-07-24",
|
| 41 |
+
"test_end": "2026-04-13"
|
| 42 |
},
|
| 43 |
"history": {
|
| 44 |
"train_loss": [
|
| 45 |
+
-0.97938,
|
| 46 |
+
-1.280368,
|
| 47 |
+
-1.234697,
|
| 48 |
+
-1.287116,
|
| 49 |
+
-1.397762,
|
| 50 |
+
-1.511971,
|
| 51 |
+
-1.547822,
|
| 52 |
+
-1.531228,
|
| 53 |
+
-1.679157,
|
| 54 |
+
-1.843937,
|
| 55 |
+
-1.8411,
|
| 56 |
+
-1.858877,
|
| 57 |
+
-1.855938,
|
| 58 |
+
-1.946847,
|
| 59 |
+
-2.125577,
|
| 60 |
+
-2.110879
|
| 61 |
],
|
| 62 |
"val_loss": [
|
| 63 |
+
-1.469101,
|
| 64 |
+
-1.301853,
|
| 65 |
+
-1.249808,
|
| 66 |
+
-1.255135,
|
| 67 |
+
-1.286243,
|
| 68 |
+
-1.07156,
|
| 69 |
+
-1.012361,
|
| 70 |
+
-0.792772,
|
| 71 |
+
-0.797397,
|
| 72 |
+
-0.826081,
|
| 73 |
+
-0.660521,
|
| 74 |
+
-0.633777,
|
| 75 |
+
-0.548114,
|
| 76 |
+
-0.558049,
|
| 77 |
+
-0.646285,
|
| 78 |
+
-0.680029
|
| 79 |
],
|
| 80 |
"val_sharpe": [
|
| 81 |
+
0.7987,
|
| 82 |
+
0.5886,
|
| 83 |
+
0.5323,
|
| 84 |
+
0.5305,
|
| 85 |
+
0.4967,
|
| 86 |
+
0.1065,
|
| 87 |
+
0.4001,
|
| 88 |
+
0.0063,
|
| 89 |
+
0.1155,
|
| 90 |
+
0.1033,
|
| 91 |
+
0.0419,
|
| 92 |
+
0.1708,
|
| 93 |
+
0.0217,
|
| 94 |
+
-0.0431,
|
| 95 |
+
0.1456,
|
| 96 |
+
0.0937
|
| 97 |
],
|
| 98 |
"val_ann_return": [
|
| 99 |
+
0.1368,
|
| 100 |
+
0.1143,
|
| 101 |
+
0.1247,
|
| 102 |
+
0.1208,
|
| 103 |
+
0.0982,
|
| 104 |
+
0.0208,
|
| 105 |
+
0.0708,
|
| 106 |
+
0.0013,
|
| 107 |
+
0.023,
|
| 108 |
+
0.0221,
|
| 109 |
+
0.0087,
|
| 110 |
+
0.0353,
|
| 111 |
+
0.0045,
|
| 112 |
+
-0.0092,
|
| 113 |
+
0.0296,
|
| 114 |
+
0.02
|
| 115 |
]
|
| 116 |
},
|
| 117 |
"config": {
|
models/meta_optionB_window.json
CHANGED
|
@@ -1,14 +1,14 @@
|
|
| 1 |
{
|
| 2 |
"option": "B",
|
| 3 |
-
"trained_at": "2026-04-
|
| 4 |
-
"elapsed_sec":
|
| 5 |
"n_windows": 8,
|
| 6 |
-
"winning_window":
|
| 7 |
-
"winning_train_start": "
|
| 8 |
"winning_train_end": "2024-12-31",
|
| 9 |
"winning_loss": "sharpe",
|
| 10 |
-
"oos_ann_return": 0.
|
| 11 |
-
"oos_sharpe": 2.
|
| 12 |
"all_windows": [
|
| 13 |
{
|
| 14 |
"window_id": 1,
|
|
@@ -17,9 +17,9 @@
|
|
| 17 |
"oos_start": "2025-01-01",
|
| 18 |
"loss_fn": "evar",
|
| 19 |
"n_train": 4218,
|
| 20 |
-
"n_oos":
|
| 21 |
-
"oos_ann_return": 0.
|
| 22 |
-
"oos_sharpe":
|
| 23 |
"model_path": "models/deepm_optionB_w1_evar.pt"
|
| 24 |
},
|
| 25 |
{
|
|
@@ -29,9 +29,9 @@
|
|
| 29 |
"oos_start": "2025-01-01",
|
| 30 |
"loss_fn": "sharpe",
|
| 31 |
"n_train": 4218,
|
| 32 |
-
"n_oos":
|
| 33 |
-
"oos_ann_return": 0.
|
| 34 |
-
"oos_sharpe":
|
| 35 |
"model_path": "models/deepm_optionB_w1_sharpe.pt"
|
| 36 |
},
|
| 37 |
{
|
|
@@ -41,9 +41,9 @@
|
|
| 41 |
"oos_start": "2025-01-01",
|
| 42 |
"loss_fn": "evar",
|
| 43 |
"n_train": 3774,
|
| 44 |
-
"n_oos":
|
| 45 |
-
"oos_ann_return": 0.
|
| 46 |
-
"oos_sharpe": 1.
|
| 47 |
"model_path": "models/deepm_optionB_w2_evar.pt"
|
| 48 |
},
|
| 49 |
{
|
|
@@ -53,9 +53,9 @@
|
|
| 53 |
"oos_start": "2025-01-01",
|
| 54 |
"loss_fn": "sharpe",
|
| 55 |
"n_train": 3774,
|
| 56 |
-
"n_oos":
|
| 57 |
-
"oos_ann_return": 0.
|
| 58 |
-
"oos_sharpe":
|
| 59 |
"model_path": "models/deepm_optionB_w2_sharpe.pt"
|
| 60 |
},
|
| 61 |
{
|
|
@@ -65,9 +65,9 @@
|
|
| 65 |
"oos_start": "2025-01-01",
|
| 66 |
"loss_fn": "evar",
|
| 67 |
"n_train": 3270,
|
| 68 |
-
"n_oos":
|
| 69 |
-
"oos_ann_return": 0.
|
| 70 |
-
"oos_sharpe": 1.
|
| 71 |
"model_path": "models/deepm_optionB_w3_evar.pt"
|
| 72 |
},
|
| 73 |
{
|
|
@@ -77,9 +77,9 @@
|
|
| 77 |
"oos_start": "2025-01-01",
|
| 78 |
"loss_fn": "sharpe",
|
| 79 |
"n_train": 3270,
|
| 80 |
-
"n_oos":
|
| 81 |
-
"oos_ann_return": 0.
|
| 82 |
-
"oos_sharpe":
|
| 83 |
"model_path": "models/deepm_optionB_w3_sharpe.pt"
|
| 84 |
},
|
| 85 |
{
|
|
@@ -89,9 +89,9 @@
|
|
| 89 |
"oos_start": "2025-01-01",
|
| 90 |
"loss_fn": "evar",
|
| 91 |
"n_train": 2768,
|
| 92 |
-
"n_oos":
|
| 93 |
-
"oos_ann_return": 0.
|
| 94 |
-
"oos_sharpe": 1.
|
| 95 |
"model_path": "models/deepm_optionB_w4_evar.pt"
|
| 96 |
},
|
| 97 |
{
|
|
@@ -101,9 +101,9 @@
|
|
| 101 |
"oos_start": "2025-01-01",
|
| 102 |
"loss_fn": "sharpe",
|
| 103 |
"n_train": 2768,
|
| 104 |
-
"n_oos":
|
| 105 |
-
"oos_ann_return": 0.
|
| 106 |
-
"oos_sharpe":
|
| 107 |
"model_path": "models/deepm_optionB_w4_sharpe.pt"
|
| 108 |
},
|
| 109 |
{
|
|
@@ -113,9 +113,9 @@
|
|
| 113 |
"oos_start": "2025-01-01",
|
| 114 |
"loss_fn": "evar",
|
| 115 |
"n_train": 2264,
|
| 116 |
-
"n_oos":
|
| 117 |
-
"oos_ann_return": 0.
|
| 118 |
-
"oos_sharpe": 1.
|
| 119 |
"model_path": "models/deepm_optionB_w5_evar.pt"
|
| 120 |
},
|
| 121 |
{
|
|
@@ -125,9 +125,9 @@
|
|
| 125 |
"oos_start": "2025-01-01",
|
| 126 |
"loss_fn": "sharpe",
|
| 127 |
"n_train": 2264,
|
| 128 |
-
"n_oos":
|
| 129 |
-
"oos_ann_return": 0.
|
| 130 |
-
"oos_sharpe":
|
| 131 |
"model_path": "models/deepm_optionB_w5_sharpe.pt"
|
| 132 |
},
|
| 133 |
{
|
|
@@ -137,9 +137,9 @@
|
|
| 137 |
"oos_start": "2025-01-01",
|
| 138 |
"loss_fn": "evar",
|
| 139 |
"n_train": 1761,
|
| 140 |
-
"n_oos":
|
| 141 |
-
"oos_ann_return": 0.
|
| 142 |
-
"oos_sharpe": 1.
|
| 143 |
"model_path": "models/deepm_optionB_w6_evar.pt"
|
| 144 |
},
|
| 145 |
{
|
|
@@ -149,9 +149,9 @@
|
|
| 149 |
"oos_start": "2025-01-01",
|
| 150 |
"loss_fn": "sharpe",
|
| 151 |
"n_train": 1761,
|
| 152 |
-
"n_oos":
|
| 153 |
-
"oos_ann_return": 0.
|
| 154 |
-
"oos_sharpe":
|
| 155 |
"model_path": "models/deepm_optionB_w6_sharpe.pt"
|
| 156 |
},
|
| 157 |
{
|
|
@@ -161,9 +161,9 @@
|
|
| 161 |
"oos_start": "2025-01-01",
|
| 162 |
"loss_fn": "evar",
|
| 163 |
"n_train": 1258,
|
| 164 |
-
"n_oos":
|
| 165 |
-
"oos_ann_return": 0.
|
| 166 |
-
"oos_sharpe": 1.
|
| 167 |
"model_path": "models/deepm_optionB_w7_evar.pt"
|
| 168 |
},
|
| 169 |
{
|
|
@@ -173,9 +173,9 @@
|
|
| 173 |
"oos_start": "2025-01-01",
|
| 174 |
"loss_fn": "sharpe",
|
| 175 |
"n_train": 1258,
|
| 176 |
-
"n_oos":
|
| 177 |
-
"oos_ann_return": 0.
|
| 178 |
-
"oos_sharpe": 1.
|
| 179 |
"model_path": "models/deepm_optionB_w7_sharpe.pt"
|
| 180 |
},
|
| 181 |
{
|
|
@@ -185,9 +185,9 @@
|
|
| 185 |
"oos_start": "2025-01-01",
|
| 186 |
"loss_fn": "evar",
|
| 187 |
"n_train": 753,
|
| 188 |
-
"n_oos":
|
| 189 |
-
"oos_ann_return": 0.
|
| 190 |
-
"oos_sharpe": 1.
|
| 191 |
"model_path": "models/deepm_optionB_w8_evar.pt"
|
| 192 |
},
|
| 193 |
{
|
|
@@ -197,9 +197,9 @@
|
|
| 197 |
"oos_start": "2025-01-01",
|
| 198 |
"loss_fn": "sharpe",
|
| 199 |
"n_train": 753,
|
| 200 |
-
"n_oos":
|
| 201 |
-
"oos_ann_return": 0.
|
| 202 |
-
"oos_sharpe": 1.
|
| 203 |
"model_path": "models/deepm_optionB_w8_sharpe.pt"
|
| 204 |
}
|
| 205 |
],
|
|
|
|
| 1 |
{
|
| 2 |
"option": "B",
|
| 3 |
+
"trained_at": "2026-04-14T00:47:59.357482",
|
| 4 |
+
"elapsed_sec": 3114.2,
|
| 5 |
"n_windows": 8,
|
| 6 |
+
"winning_window": 6,
|
| 7 |
+
"winning_train_start": "2018-01-01",
|
| 8 |
"winning_train_end": "2024-12-31",
|
| 9 |
"winning_loss": "sharpe",
|
| 10 |
+
"oos_ann_return": 0.5674,
|
| 11 |
+
"oos_sharpe": 2.7635,
|
| 12 |
"all_windows": [
|
| 13 |
{
|
| 14 |
"window_id": 1,
|
|
|
|
| 17 |
"oos_start": "2025-01-01",
|
| 18 |
"loss_fn": "evar",
|
| 19 |
"n_train": 4218,
|
| 20 |
+
"n_oos": 319,
|
| 21 |
+
"oos_ann_return": 0.0899,
|
| 22 |
+
"oos_sharpe": 0.5481,
|
| 23 |
"model_path": "models/deepm_optionB_w1_evar.pt"
|
| 24 |
},
|
| 25 |
{
|
|
|
|
| 29 |
"oos_start": "2025-01-01",
|
| 30 |
"loss_fn": "sharpe",
|
| 31 |
"n_train": 4218,
|
| 32 |
+
"n_oos": 319,
|
| 33 |
+
"oos_ann_return": 0.1995,
|
| 34 |
+
"oos_sharpe": 1.2728,
|
| 35 |
"model_path": "models/deepm_optionB_w1_sharpe.pt"
|
| 36 |
},
|
| 37 |
{
|
|
|
|
| 41 |
"oos_start": "2025-01-01",
|
| 42 |
"loss_fn": "evar",
|
| 43 |
"n_train": 3774,
|
| 44 |
+
"n_oos": 319,
|
| 45 |
+
"oos_ann_return": 0.2333,
|
| 46 |
+
"oos_sharpe": 1.4973,
|
| 47 |
"model_path": "models/deepm_optionB_w2_evar.pt"
|
| 48 |
},
|
| 49 |
{
|
|
|
|
| 53 |
"oos_start": "2025-01-01",
|
| 54 |
"loss_fn": "sharpe",
|
| 55 |
"n_train": 3774,
|
| 56 |
+
"n_oos": 319,
|
| 57 |
+
"oos_ann_return": 0.5267,
|
| 58 |
+
"oos_sharpe": 2.0937,
|
| 59 |
"model_path": "models/deepm_optionB_w2_sharpe.pt"
|
| 60 |
},
|
| 61 |
{
|
|
|
|
| 65 |
"oos_start": "2025-01-01",
|
| 66 |
"loss_fn": "evar",
|
| 67 |
"n_train": 3270,
|
| 68 |
+
"n_oos": 319,
|
| 69 |
+
"oos_ann_return": 0.1469,
|
| 70 |
+
"oos_sharpe": 1.17,
|
| 71 |
"model_path": "models/deepm_optionB_w3_evar.pt"
|
| 72 |
},
|
| 73 |
{
|
|
|
|
| 77 |
"oos_start": "2025-01-01",
|
| 78 |
"loss_fn": "sharpe",
|
| 79 |
"n_train": 3270,
|
| 80 |
+
"n_oos": 319,
|
| 81 |
+
"oos_ann_return": 0.3173,
|
| 82 |
+
"oos_sharpe": 1.642,
|
| 83 |
"model_path": "models/deepm_optionB_w3_sharpe.pt"
|
| 84 |
},
|
| 85 |
{
|
|
|
|
| 89 |
"oos_start": "2025-01-01",
|
| 90 |
"loss_fn": "evar",
|
| 91 |
"n_train": 2768,
|
| 92 |
+
"n_oos": 319,
|
| 93 |
+
"oos_ann_return": 0.1772,
|
| 94 |
+
"oos_sharpe": 1.2112,
|
| 95 |
"model_path": "models/deepm_optionB_w4_evar.pt"
|
| 96 |
},
|
| 97 |
{
|
|
|
|
| 101 |
"oos_start": "2025-01-01",
|
| 102 |
"loss_fn": "sharpe",
|
| 103 |
"n_train": 2768,
|
| 104 |
+
"n_oos": 319,
|
| 105 |
+
"oos_ann_return": 0.3237,
|
| 106 |
+
"oos_sharpe": 1.5928,
|
| 107 |
"model_path": "models/deepm_optionB_w4_sharpe.pt"
|
| 108 |
},
|
| 109 |
{
|
|
|
|
| 113 |
"oos_start": "2025-01-01",
|
| 114 |
"loss_fn": "evar",
|
| 115 |
"n_train": 2264,
|
| 116 |
+
"n_oos": 319,
|
| 117 |
+
"oos_ann_return": 0.1596,
|
| 118 |
+
"oos_sharpe": 1.2626,
|
| 119 |
"model_path": "models/deepm_optionB_w5_evar.pt"
|
| 120 |
},
|
| 121 |
{
|
|
|
|
| 125 |
"oos_start": "2025-01-01",
|
| 126 |
"loss_fn": "sharpe",
|
| 127 |
"n_train": 2264,
|
| 128 |
+
"n_oos": 319,
|
| 129 |
+
"oos_ann_return": 0.2199,
|
| 130 |
+
"oos_sharpe": 1.3751,
|
| 131 |
"model_path": "models/deepm_optionB_w5_sharpe.pt"
|
| 132 |
},
|
| 133 |
{
|
|
|
|
| 137 |
"oos_start": "2025-01-01",
|
| 138 |
"loss_fn": "evar",
|
| 139 |
"n_train": 1761,
|
| 140 |
+
"n_oos": 319,
|
| 141 |
+
"oos_ann_return": 0.1979,
|
| 142 |
+
"oos_sharpe": 1.442,
|
| 143 |
"model_path": "models/deepm_optionB_w6_evar.pt"
|
| 144 |
},
|
| 145 |
{
|
|
|
|
| 149 |
"oos_start": "2025-01-01",
|
| 150 |
"loss_fn": "sharpe",
|
| 151 |
"n_train": 1761,
|
| 152 |
+
"n_oos": 319,
|
| 153 |
+
"oos_ann_return": 0.5674,
|
| 154 |
+
"oos_sharpe": 2.7635,
|
| 155 |
"model_path": "models/deepm_optionB_w6_sharpe.pt"
|
| 156 |
},
|
| 157 |
{
|
|
|
|
| 161 |
"oos_start": "2025-01-01",
|
| 162 |
"loss_fn": "evar",
|
| 163 |
"n_train": 1258,
|
| 164 |
+
"n_oos": 319,
|
| 165 |
+
"oos_ann_return": 0.2242,
|
| 166 |
+
"oos_sharpe": 1.4804,
|
| 167 |
"model_path": "models/deepm_optionB_w7_evar.pt"
|
| 168 |
},
|
| 169 |
{
|
|
|
|
| 173 |
"oos_start": "2025-01-01",
|
| 174 |
"loss_fn": "sharpe",
|
| 175 |
"n_train": 1258,
|
| 176 |
+
"n_oos": 319,
|
| 177 |
+
"oos_ann_return": 0.3501,
|
| 178 |
+
"oos_sharpe": 1.8006,
|
| 179 |
"model_path": "models/deepm_optionB_w7_sharpe.pt"
|
| 180 |
},
|
| 181 |
{
|
|
|
|
| 185 |
"oos_start": "2025-01-01",
|
| 186 |
"loss_fn": "evar",
|
| 187 |
"n_train": 753,
|
| 188 |
+
"n_oos": 319,
|
| 189 |
+
"oos_ann_return": 0.2239,
|
| 190 |
+
"oos_sharpe": 1.4634,
|
| 191 |
"model_path": "models/deepm_optionB_w8_evar.pt"
|
| 192 |
},
|
| 193 |
{
|
|
|
|
| 197 |
"oos_start": "2025-01-01",
|
| 198 |
"loss_fn": "sharpe",
|
| 199 |
"n_train": 753,
|
| 200 |
+
"n_oos": 319,
|
| 201 |
+
"oos_ann_return": 0.2839,
|
| 202 |
+
"oos_sharpe": 1.3999,
|
| 203 |
"model_path": "models/deepm_optionB_w8_sharpe.pt"
|
| 204 |
}
|
| 205 |
],
|
models/scaler_optionA_window.pkl
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 941
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:92e0e5be70ea962beedec325666bbbb940b4513a56991f2cf9beba33f915f294
|
| 3 |
size 941
|
models/scaler_optionB_window.pkl
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 941
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5e75169d360cc2b107bf5ef66e2f7d75a58bcd99e2d7b99ec926b6842835a4dc
|
| 3 |
size 941
|