Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code: DatasetGenerationError
Exception: TypeError
Message: Couldn't cast array of type
struct<GDX: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, GLD: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, HYG: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, IWD: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, IWF: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, IWM: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, IWO: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, LQD: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, QQQ: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, SLV: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, SMH: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, SOXX: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, SPY: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, TLT: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, VCIT: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, VNQ: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XBI: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLB: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLE: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLF: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLI: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLK: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLP: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLU: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLV: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLY: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XME: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XSD: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>>
to
{'GDX': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'GLD': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'HYG': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'IWF': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'IWM': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'LQD': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'QQQ': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'SLV': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'SPY': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'TLT': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'VCIT': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'VNQ': {'composite_score': Value('float64'), 'mu_pred': V
...
), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XBI': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLE': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLF': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLI': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLK': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLP': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLU': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLV': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLY': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XME': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XSD': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}}
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2303, in cast_table_to_schema
cast_array_to_feature(
~~~~~~~~~~~~~~~~~~~~~^
table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
feature,
^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1852, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
~~~~^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2149, in cast_array_to_feature
raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}")
TypeError: Couldn't cast array of type
struct<GDX: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, GLD: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, HYG: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, IWD: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, IWF: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, IWM: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, IWO: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, LQD: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, QQQ: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, SLV: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, SMH: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, SOXX: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, SPY: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, TLT: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, VCIT: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, VNQ: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XBI: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLB: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLE: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLF: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLI: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLK: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLP: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLU: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLV: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XLY: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XME: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>, XSD: struct<composite_score: double, mu_pred: double, sigma_pred: double, rank: int64>>
to
{'GDX': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'GLD': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'HYG': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'IWF': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'IWM': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'LQD': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'QQQ': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'SLV': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'SPY': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'TLT': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'VCIT': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'VNQ': {'composite_score': Value('float64'), 'mu_pred': V
...
), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XBI': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLE': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLF': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLI': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLK': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLP': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLU': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLV': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XLY': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XME': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}, 'XSD': {'composite_score': Value('float64'), 'mu_pred': Value('float64'), 'sigma_pred': Value('float64'), 'rank': Value('int64')}}
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
run_date timestamp[s] | universe string | latest_date timestamp[s] | latest_scores dict | latest_ranked list | model_tickers list | ckpt_meta dict | config dict |
|---|---|---|---|---|---|---|---|
2026-05-13T00:00:00 | COMBINED | 2026-05-13T00:00:00 | {
"GDX": {
"composite_score": 0.818084,
"mu_pred": 0.00146219,
"sigma_pred": 0.00001354,
"rank": 4
},
"GLD": {
"composite_score": -0.533566,
"mu_pred": 0.00033947,
"sigma_pred": 0.00000504,
"rank": 15
},
"HYG": {
"composite_score": -0.50383,
"mu_pred": 0.00036417,
"... | [
{
"ticker": "XSD",
"composite_score": 2.92003,
"mu_pred": 0.00320815,
"sigma_pred": 0.00001623,
"rank": 1
},
{
"ticker": "XME",
"composite_score": 1.506697,
"mu_pred": 0.00203418,
"sigma_pred": 0.0000154,
"rank": 2
},
{
"ticker": "XLK",
"composite_score": 1.08... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-13T00:00:00",
"best_val_loss": -2.786903476715088
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-13T00:00:00 | EQUITY_SECTORS | 2026-05-13T00:00:00 | {
"GDX": {
"composite_score": 0.511381,
"mu_pred": 0.00258753,
"sigma_pred": 0.0001109,
"rank": 8
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.595608,
"mu_pred": 0.00273795,
"sigma_pred": 0.00006714,
"rank": 7
},
"IWM": {
"composite_score": 1.636371,
"... | [
{
"ticker": "IWM",
"composite_score": 1.636371,
"mu_pred": 0.00459813,
"sigma_pred": 0.00009013,
"rank": 1
},
{
"ticker": "XSD",
"composite_score": 1.21548,
"mu_pred": 0.00384599,
"sigma_pred": 0.0001167,
"rank": 2
},
{
"ticker": "QQQ",
"composite_score": 1.13... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-13T00:00:00",
"best_val_loss": -2.790229153633118
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-13T00:00:00 | FI_COMMODITIES | 2026-05-13T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": -1.734977,
"mu_pred": -0.00059238,
"sigma_pred": 0.00001665,
"rank": 7
},
"HYG": {
"composite_score": -0.859321,
"mu_pred": 0.0000024,
"sigma_pred": 0.00001009,
"rank": 6
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_score... | [
{
"ticker": "LQD",
"composite_score": 1.576842,
"mu_pred": 0.00165713,
"sigma_pred": 0.00000782,
"rank": 1
},
{
"ticker": "SLV",
"composite_score": 0.804764,
"mu_pred": 0.00113273,
"sigma_pred": 0.00002511,
"rank": 2
},
{
"ticker": "TLT",
"composite_score": 0.... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-13T00:00:00",
"best_val_loss": -2.873018407821655
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-14T00:00:00 | COMBINED | 2026-05-13T00:00:00 | {
"GDX": {
"composite_score": 0.815495,
"mu_pred": 0.00145923,
"sigma_pred": 0.00001208,
"rank": 4
},
"GLD": {
"composite_score": -0.535382,
"mu_pred": 0.00033813,
"sigma_pred": 0.00000577,
"rank": 15
},
"HYG": {
"composite_score": -0.502978,
"mu_pred": 0.00036502,
... | [
{
"ticker": "XSD",
"composite_score": 2.918999,
"mu_pred": 0.00320494,
"sigma_pred": 0.00001562,
"rank": 1
},
{
"ticker": "XME",
"composite_score": 1.506364,
"mu_pred": 0.00203259,
"sigma_pred": 0.00001607,
"rank": 2
},
{
"ticker": "XLK",
"composite_score": 1.... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-13T00:00:00",
"best_val_loss": -2.786903476715088
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-14T00:00:00 | EQUITY_SECTORS | 2026-05-13T00:00:00 | {
"GDX": {
"composite_score": 0.513186,
"mu_pred": 0.00256432,
"sigma_pred": 0.00010293,
"rank": 8
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.59918,
"mu_pred": 0.00271679,
"sigma_pred": 0.00006055,
"rank": 7
},
"IWM": {
"composite_score": 1.641715,
"... | [
{
"ticker": "IWM",
"composite_score": 1.641715,
"mu_pred": 0.00456659,
"sigma_pred": 0.00008539,
"rank": 1
},
{
"ticker": "XSD",
"composite_score": 1.210919,
"mu_pred": 0.00380242,
"sigma_pred": 0.00013045,
"rank": 2
},
{
"ticker": "QQQ",
"composite_score": 1.... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-13T00:00:00",
"best_val_loss": -2.790229153633118
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-14T00:00:00 | FI_COMMODITIES | 2026-05-13T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": -1.734461,
"mu_pred": -0.00059294,
"sigma_pred": 0.00001477,
"rank": 7
},
"HYG": {
"composite_score": -0.860345,
"mu_pred": 0.00000121,
"sigma_pred": 0.00000956,
"rank": 6
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_scor... | [
{
"ticker": "LQD",
"composite_score": 1.57671,
"mu_pred": 0.00165768,
"sigma_pred": 0.00000844,
"rank": 1
},
{
"ticker": "SLV",
"composite_score": 0.803968,
"mu_pred": 0.00113246,
"sigma_pred": 0.00002208,
"rank": 2
},
{
"ticker": "TLT",
"composite_score": 0.3... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-13T00:00:00",
"best_val_loss": -2.873018407821655
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-15T00:00:00 | COMBINED | 2026-05-14T00:00:00 | {
"GDX": {
"composite_score": 0.39814,
"mu_pred": 0.00230023,
"sigma_pred": 0.00003868,
"rank": 10
},
"GLD": {
"composite_score": -0.433385,
"mu_pred": 0.00051979,
"sigma_pred": 0.00003607,
"rank": 15
},
"HYG": {
"composite_score": 0.343659,
"mu_pred": 0.00218356,
"... | [
{
"ticker": "XLY",
"composite_score": 1.524317,
"mu_pred": 0.00471157,
"sigma_pred": 0.00003679,
"rank": 1
},
{
"ticker": "QQQ",
"composite_score": 1.439572,
"mu_pred": 0.00453005,
"sigma_pred": 0.00002245,
"rank": 2
},
{
"ticker": "XSD",
"composite_score": 1.... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-15T00:00:00",
"best_val_loss": -2.786104846000671
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-15T00:00:00 | EQUITY_SECTORS | 2026-05-14T00:00:00 | {
"GDX": {
"composite_score": 1.10074,
"mu_pred": 0.00337808,
"sigma_pred": 0.00007208,
"rank": 2
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.452653,
"mu_pred": 0.00232506,
"sigma_pred": 0.00004696,
"rank": 7
},
"IWM": {
"composite_score": 0.385715,
"... | [
{
"ticker": "QQQ",
"composite_score": 1.579653,
"mu_pred": 0.00415605,
"sigma_pred": 0.00004039,
"rank": 1
},
{
"ticker": "GDX",
"composite_score": 1.10074,
"mu_pred": 0.00337808,
"sigma_pred": 0.00007208,
"rank": 2
},
{
"ticker": "XLI",
"composite_score": 0.9... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-15T00:00:00",
"best_val_loss": -2.7903686285018923
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-15T00:00:00 | FI_COMMODITIES | 2026-05-14T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": -0.18117,
"mu_pred": 0.00026841,
"sigma_pred": 0.00004446,
"rank": 5
},
"HYG": {
"composite_score": -0.085273,
"mu_pred": 0.00032933,
"sigma_pred": 0.0000493,
"rank": 3
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_score":... | [
{
"ticker": "VCIT",
"composite_score": 1.657175,
"mu_pred": 0.00143614,
"sigma_pred": 0.00001842,
"rank": 1
},
{
"ticker": "LQD",
"composite_score": 1.123189,
"mu_pred": 0.00109693,
"sigma_pred": 0.00000908,
"rank": 2
},
{
"ticker": "HYG",
"composite_score": -... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-15T00:00:00",
"best_val_loss": -2.872949314117432
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-16T00:00:00 | COMBINED | 2026-05-15T00:00:00 | {
"GDX": {
"composite_score": 0.282449,
"mu_pred": 0.00188585,
"sigma_pred": 0.00007235,
"rank": 12
},
"GLD": {
"composite_score": 0.773497,
"mu_pred": 0.00292117,
"sigma_pred": 0.00002228,
"rank": 5
},
"HYG": {
"composite_score": -0.331421,
"mu_pred": 0.00059138,
"... | [
{
"ticker": "IWF",
"composite_score": 1.489813,
"mu_pred": 0.00443195,
"sigma_pred": 0.00010501,
"rank": 1
},
{
"ticker": "QQQ",
"composite_score": 1.380463,
"mu_pred": 0.00420112,
"sigma_pred": 0.00004785,
"rank": 2
},
{
"ticker": "XLY",
"composite_score": 1.... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-16T00:00:00",
"best_val_loss": -2.786162543296814
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-16T00:00:00 | EQUITY_SECTORS | 2026-05-15T00:00:00 | {
"GDX": {
"composite_score": 0.07933,
"mu_pred": 0.00235494,
"sigma_pred": 0.00003232,
"rank": 8
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.260862,
"mu_pred": 0.00261989,
"sigma_pred": 0.00006591,
"rank": 7
},
"IWM": {
"composite_score": 0.914424,
"... | [
{
"ticker": "QQQ",
"composite_score": 1.437595,
"mu_pred": 0.004337,
"sigma_pred": 0.00009599,
"rank": 1
},
{
"ticker": "XSD",
"composite_score": 1.426448,
"mu_pred": 0.00432071,
"sigma_pred": 0.00009142,
"rank": 2
},
{
"ticker": "XLY",
"composite_score": 0.93... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-16T00:00:00",
"best_val_loss": -2.790303182601929
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-16T00:00:00 | FI_COMMODITIES | 2026-05-15T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": -0.74248,
"mu_pred": -0.00031595,
"sigma_pred": 0.00003096,
"rank": 5
},
"HYG": {
"composite_score": 1.229934,
"mu_pred": 0.00116694,
"sigma_pred": 0.00001275,
"rank": 1
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_score"... | [
{
"ticker": "HYG",
"composite_score": 1.229934,
"mu_pred": 0.00116694,
"sigma_pred": 0.00001275,
"rank": 1
},
{
"ticker": "VCIT",
"composite_score": 0.949694,
"mu_pred": 0.00095628,
"sigma_pred": 0.00004032,
"rank": 2
},
{
"ticker": "VNQ",
"composite_score": 0... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-16T00:00:00",
"best_val_loss": -2.8728899717330934
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-18T00:00:00 | COMBINED | 2026-05-15T00:00:00 | {
"GDX": {
"composite_score": 0.281582,
"mu_pred": 0.00188446,
"sigma_pred": 0.00009358,
"rank": 12
},
"GLD": {
"composite_score": 0.772486,
"mu_pred": 0.0029205,
"sigma_pred": 0.00002892,
"rank": 5
},
"HYG": {
"composite_score": -0.330962,
"mu_pred": 0.00059144,
"s... | [
{
"ticker": "IWF",
"composite_score": 1.486003,
"mu_pred": 0.00442695,
"sigma_pred": 0.00012187,
"rank": 1
},
{
"ticker": "QQQ",
"composite_score": 1.378467,
"mu_pred": 0.0041997,
"sigma_pred": 0.00006197,
"rank": 2
},
{
"ticker": "XLY",
"composite_score": 1.2... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-16T00:00:00",
"best_val_loss": -2.786162543296814
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-18T00:00:00 | EQUITY_SECTORS | 2026-05-15T00:00:00 | {
"GDX": {
"composite_score": 0.078231,
"mu_pred": 0.00235292,
"sigma_pred": 0.00003353,
"rank": 8
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.256295,
"mu_pred": 0.00261234,
"sigma_pred": 0.00006132,
"rank": 7
},
"IWM": {
"composite_score": 0.913803,
... | [
{
"ticker": "QQQ",
"composite_score": 1.43845,
"mu_pred": 0.00433437,
"sigma_pred": 0.00009629,
"rank": 1
},
{
"ticker": "XSD",
"composite_score": 1.422212,
"mu_pred": 0.00431061,
"sigma_pred": 0.00007224,
"rank": 2
},
{
"ticker": "XLY",
"composite_score": 0.9... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-16T00:00:00",
"best_val_loss": -2.790303182601929
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-18T00:00:00 | FI_COMMODITIES | 2026-05-15T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": -0.743951,
"mu_pred": -0.00031715,
"sigma_pred": 0.00002697,
"rank": 5
},
"HYG": {
"composite_score": 1.230742,
"mu_pred": 0.00116585,
"sigma_pred": 0.00000991,
"rank": 1
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_score... | [
{
"ticker": "HYG",
"composite_score": 1.230742,
"mu_pred": 0.00116585,
"sigma_pred": 0.00000991,
"rank": 1
},
{
"ticker": "VCIT",
"composite_score": 0.950409,
"mu_pred": 0.00095534,
"sigma_pred": 0.0000328,
"rank": 2
},
{
"ticker": "VNQ",
"composite_score": 0.... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-16T00:00:00",
"best_val_loss": -2.8728899717330934
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-19T00:00:00 | COMBINED | 2026-05-18T00:00:00 | {
"GDX": {
"composite_score": 0.575619,
"mu_pred": 0.00238892,
"sigma_pred": 0.00006447,
"rank": 7
},
"GLD": {
"composite_score": -0.583322,
"mu_pred": 0.00016812,
"sigma_pred": 0.00009659,
"rank": 18
},
"HYG": {
"composite_score": -0.871989,
"mu_pred": -0.00038503,
... | [
{
"ticker": "XSD",
"composite_score": 1.704081,
"mu_pred": 0.00455126,
"sigma_pred": 0.00005322,
"rank": 1
},
{
"ticker": "QQQ",
"composite_score": 1.431563,
"mu_pred": 0.00402906,
"sigma_pred": 0.00005504,
"rank": 2
},
{
"ticker": "XLY",
"composite_score": 1.... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-19T00:00:00",
"best_val_loss": -2.786379909515381
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-19T00:00:00 | EQUITY_SECTORS | 2026-05-18T00:00:00 | {
"GDX": {
"composite_score": 0.258353,
"mu_pred": 0.00267272,
"sigma_pred": 0.00004224,
"rank": 9
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.265496,
"mu_pred": 0.00268125,
"sigma_pred": 0.00002924,
"rank": 8
},
"IWM": {
"composite_score": 0.368263,
... | [
{
"ticker": "XSD",
"composite_score": 1.851959,
"mu_pred": 0.00458444,
"sigma_pred": 0.00004497,
"rank": 1
},
{
"ticker": "XLY",
"composite_score": 1.134782,
"mu_pred": 0.00372402,
"sigma_pred": 0.00002393,
"rank": 2
},
{
"ticker": "QQQ",
"composite_score": 1.... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-19T00:00:00",
"best_val_loss": -2.7903717041015623
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-19T00:00:00 | FI_COMMODITIES | 2026-05-18T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": -1.622534,
"mu_pred": -0.00061329,
"sigma_pred": 0.00002082,
"rank": 7
},
"HYG": {
"composite_score": -1.091539,
"mu_pred": -0.00024689,
"sigma_pred": 0.00001283,
"rank": 6
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_sco... | [
{
"ticker": "SLV",
"composite_score": 1.182074,
"mu_pred": 0.00132199,
"sigma_pred": 0.00003382,
"rank": 1
},
{
"ticker": "LQD",
"composite_score": 1.181626,
"mu_pred": 0.00132165,
"sigma_pred": 0.00001125,
"rank": 2
},
{
"ticker": "VNQ",
"composite_score": 0.... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-19T00:00:00",
"best_val_loss": -2.873026418685913
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-20T00:00:00 | COMBINED | 2026-05-19T00:00:00 | {
"GDX": {
"composite_score": 0.069785,
"mu_pred": 0.00136805,
"sigma_pred": 0.00002396,
"rank": 12
},
"GLD": {
"composite_score": 0.690948,
"mu_pred": 0.00203277,
"sigma_pred": 0.00001225,
"rank": 7
},
"HYG": {
"composite_score": -0.599274,
"mu_pred": 0.00065204,
"... | [
{
"ticker": "XBI",
"composite_score": 1.531783,
"mu_pred": 0.00293258,
"sigma_pred": 0.00001065,
"rank": 1
},
{
"ticker": "XLI",
"composite_score": 1.308917,
"mu_pred": 0.00269408,
"sigma_pred": 0.00000919,
"rank": 2
},
{
"ticker": "TLT",
"composite_score": 1.... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-20T00:00:00",
"best_val_loss": -2.786647987365723
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-20T00:00:00 | EQUITY_SECTORS | 2026-05-19T00:00:00 | {
"GDX": {
"composite_score": 0.372047,
"mu_pred": 0.00226456,
"sigma_pred": 0.00005799,
"rank": 6
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.177495,
"mu_pred": 0.00200301,
"sigma_pred": 0.00005949,
"rank": 8
},
"IWM": {
"composite_score": 1.296839,
... | [
{
"ticker": "XSD",
"composite_score": 1.878401,
"mu_pred": 0.00428962,
"sigma_pred": 0.00004753,
"rank": 1
},
{
"ticker": "IWM",
"composite_score": 1.296839,
"mu_pred": 0.00350777,
"sigma_pred": 0.00004027,
"rank": 2
},
{
"ticker": "QQQ",
"composite_score": 1.... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-20T00:00:00",
"best_val_loss": -2.7905869007110597
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-20T00:00:00 | FI_COMMODITIES | 2026-05-19T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": -1.223253,
"mu_pred": -0.00035529,
"sigma_pred": 0.00001577,
"rank": 7
},
"HYG": {
"composite_score": -0.888042,
"mu_pred": -0.00007726,
"sigma_pred": 0.00003137,
"rank": 6
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_sco... | [
{
"ticker": "SLV",
"composite_score": 1.480361,
"mu_pred": 0.00188715,
"sigma_pred": 0.00002688,
"rank": 1
},
{
"ticker": "LQD",
"composite_score": 1.190227,
"mu_pred": 0.00164648,
"sigma_pred": 0.00001513,
"rank": 2
},
{
"ticker": "VNQ",
"composite_score": 0.... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-20T00:00:00",
"best_val_loss": -2.8729915857315063
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-21T00:00:00 | COMBINED | 2026-05-21T00:00:00 | {
"GDX": {
"composite_score": -0.391054,
"mu_pred": 0.00004683,
"sigma_pred": 0.00002678,
"rank": 17
},
"GLD": {
"composite_score": -2.578789,
"mu_pred": -0.00312488,
"sigma_pred": 0.00000938,
"rank": 23
},
"HYG": {
"composite_score": 0.260407,
"mu_pred": 0.00099131,
... | [
{
"ticker": "XSD",
"composite_score": 1.314172,
"mu_pred": 0.00251904,
"sigma_pred": 0.00001839,
"rank": 1
},
{
"ticker": "IWF",
"composite_score": 1.196663,
"mu_pred": 0.00234868,
"sigma_pred": 0.00002291,
"rank": 2
},
{
"ticker": "SPY",
"composite_score": 1.... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-21T00:00:00",
"best_val_loss": -2.7631066212287316
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-21T00:00:00 | EQUITY_SECTORS | 2026-05-21T00:00:00 | {
"GDX": {
"composite_score": 1.085238,
"mu_pred": 0.00224933,
"sigma_pred": 0.00003862,
"rank": 4
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.513418,
"mu_pred": 0.00155705,
"sigma_pred": 0.0000113,
"rank": 6
},
"IWM": {
"composite_score": 0.463002,
"... | [
{
"ticker": "QQQ",
"composite_score": 1.368485,
"mu_pred": 0.00259216,
"sigma_pred": 0.00001023,
"rank": 1
},
{
"ticker": "XSD",
"composite_score": 1.161332,
"mu_pred": 0.00234142,
"sigma_pred": 0.00002511,
"rank": 2
},
{
"ticker": "XBI",
"composite_score": 1.... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-21T00:00:00",
"best_val_loss": -2.7646301159491906
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-21T00:00:00 | FI_COMMODITIES | 2026-05-21T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": -1.162788,
"mu_pred": -0.00074708,
"sigma_pred": 0.00004047,
"rank": 6
},
"HYG": {
"composite_score": -0.117111,
"mu_pred": 0.0000518,
"sigma_pred": 0.00003782,
"rank": 5
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_score... | [
{
"ticker": "VNQ",
"composite_score": 1.519499,
"mu_pred": 0.00130215,
"sigma_pred": 0.00004383,
"rank": 1
},
{
"ticker": "VCIT",
"composite_score": 0.823294,
"mu_pred": 0.00077025,
"sigma_pred": 0.00003162,
"rank": 2
},
{
"ticker": "SLV",
"composite_score": 0... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-21T00:00:00",
"best_val_loss": -2.8635430886195254
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-22T00:00:00 | COMBINED | 2026-05-21T00:00:00 | {
"GDX": {
"composite_score": -0.384886,
"mu_pred": 0.00005518,
"sigma_pred": 0.00002754,
"rank": 17
},
"GLD": {
"composite_score": -2.574445,
"mu_pred": -0.00312433,
"sigma_pred": 0.00000903,
"rank": 23
},
"HYG": {
"composite_score": 0.253904,
"mu_pred": 0.00098279,
... | [
{
"ticker": "XSD",
"composite_score": 1.318199,
"mu_pred": 0.00252829,
"sigma_pred": 0.0000212,
"rank": 1
},
{
"ticker": "IWF",
"composite_score": 1.190847,
"mu_pred": 0.00234336,
"sigma_pred": 0.00002032,
"rank": 2
},
{
"ticker": "SPY",
"composite_score": 1.1... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-21T00:00:00",
"best_val_loss": -2.7631066212287316
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-22T00:00:00 | EQUITY_SECTORS | 2026-05-21T00:00:00 | {
"GDX": {
"composite_score": 1.078048,
"mu_pred": 0.00223808,
"sigma_pred": 0.00003737,
"rank": 4
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.517216,
"mu_pred": 0.00155987,
"sigma_pred": 0.00001303,
"rank": 6
},
"IWM": {
"composite_score": 0.461276,
... | [
{
"ticker": "QQQ",
"composite_score": 1.370354,
"mu_pred": 0.00259147,
"sigma_pred": 0.00001047,
"rank": 1
},
{
"ticker": "XSD",
"composite_score": 1.158001,
"mu_pred": 0.00233472,
"sigma_pred": 0.00002345,
"rank": 2
},
{
"ticker": "XBI",
"composite_score": 1.... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-21T00:00:00",
"best_val_loss": -2.7646301159491906
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-22T00:00:00 | FI_COMMODITIES | 2026-05-21T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": -1.163584,
"mu_pred": -0.00075204,
"sigma_pred": 0.00003885,
"rank": 6
},
"HYG": {
"composite_score": -0.108633,
"mu_pred": 0.00006017,
"sigma_pred": 0.00003338,
"rank": 5
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_scor... | [
{
"ticker": "VNQ",
"composite_score": 1.530061,
"mu_pred": 0.0013218,
"sigma_pred": 0.00004182,
"rank": 1
},
{
"ticker": "VCIT",
"composite_score": 0.819335,
"mu_pred": 0.0007746,
"sigma_pred": 0.00002924,
"rank": 2
},
{
"ticker": "SLV",
"composite_score": 0.3... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-21T00:00:00",
"best_val_loss": -2.8635430886195254
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-23T00:00:00 | COMBINED | 2026-05-22T00:00:00 | {
"GDX": {
"composite_score": 1.275937,
"mu_pred": 0.00271441,
"sigma_pred": 0.00002173,
"rank": 4
},
"GLD": {
"composite_score": 1.634844,
"mu_pred": 0.00315389,
"sigma_pred": 0.00001518,
"rank": 1
},
"HYG": {
"composite_score": 0.14061,
"mu_pred": 0.00132415,
"sig... | [
{
"ticker": "GLD",
"composite_score": 1.634844,
"mu_pred": 0.00315389,
"sigma_pred": 0.00001518,
"rank": 1
},
{
"ticker": "XSD",
"composite_score": 1.415567,
"mu_pred": 0.00288548,
"sigma_pred": 0.00005422,
"rank": 2
},
{
"ticker": "XLU",
"composite_score": 1.... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-22T00:00:00",
"best_val_loss": -2.748149737715721
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-23T00:00:00 | EQUITY_SECTORS | 2026-05-22T00:00:00 | {
"GDX": {
"composite_score": 0.142712,
"mu_pred": 0.00053339,
"sigma_pred": 0.00034046,
"rank": 8
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.341582,
"mu_pred": 0.00079782,
"sigma_pred": 0.00013911,
"rank": 7
},
"IWM": {
"composite_score": 0.642787,
... | [
{
"ticker": "XSD",
"composite_score": 1.656825,
"mu_pred": 0.00254769,
"sigma_pred": 0.00025579,
"rank": 1
},
{
"ticker": "XLK",
"composite_score": 1.323753,
"mu_pred": 0.0021043,
"sigma_pred": 0.00012463,
"rank": 2
},
{
"ticker": "XLI",
"composite_score": 0.7... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-22T00:00:00",
"best_val_loss": -2.7478852421045303
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-23T00:00:00 | FI_COMMODITIES | 2026-05-22T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": 1.341946,
"mu_pred": 0.0009343,
"sigma_pred": 0.00003572,
"rank": 2
},
"HYG": {
"composite_score": -0.972863,
"mu_pred": -0.00036368,
"sigma_pred": 0.00001285,
"rank": 7
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_score"... | [
{
"ticker": "TLT",
"composite_score": 1.501819,
"mu_pred": 0.00102394,
"sigma_pred": 0.00003539,
"rank": 1
},
{
"ticker": "GLD",
"composite_score": 1.341946,
"mu_pred": 0.0009343,
"sigma_pred": 0.00003572,
"rank": 2
},
{
"ticker": "VNQ",
"composite_score": 0.4... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-22T00:00:00",
"best_val_loss": -2.856871083378792
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-25T00:00:00 | COMBINED | 2026-05-22T00:00:00 | {
"GDX": {
"composite_score": 1.282723,
"mu_pred": 0.00272169,
"sigma_pred": 0.00001909,
"rank": 4
},
"GLD": {
"composite_score": 1.641553,
"mu_pred": 0.00316008,
"sigma_pred": 0.00001361,
"rank": 1
},
"HYG": {
"composite_score": 0.147375,
"mu_pred": 0.00133458,
"si... | [
{
"ticker": "GLD",
"composite_score": 1.641553,
"mu_pred": 0.00316008,
"sigma_pred": 0.00001361,
"rank": 1
},
{
"ticker": "XSD",
"composite_score": 1.397888,
"mu_pred": 0.00286251,
"sigma_pred": 0.00006025,
"rank": 2
},
{
"ticker": "XLU",
"composite_score": 1.... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-22T00:00:00",
"best_val_loss": -2.748149737715721
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-25T00:00:00 | EQUITY_SECTORS | 2026-05-22T00:00:00 | {
"GDX": {
"composite_score": 0.16303,
"mu_pred": 0.00056993,
"sigma_pred": 0.00034338,
"rank": 8
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.343048,
"mu_pred": 0.00081033,
"sigma_pred": 0.00013034,
"rank": 7
},
"IWM": {
"composite_score": 0.640801,
"... | [
{
"ticker": "XSD",
"composite_score": 1.681378,
"mu_pred": 0.00259875,
"sigma_pred": 0.00022722,
"rank": 1
},
{
"ticker": "XLK",
"composite_score": 1.328226,
"mu_pred": 0.00212668,
"sigma_pred": 0.00015034,
"rank": 2
},
{
"ticker": "XLI",
"composite_score": 0.... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-22T00:00:00",
"best_val_loss": -2.7478852421045303
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-25T00:00:00 | FI_COMMODITIES | 2026-05-22T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": 1.329675,
"mu_pred": 0.0009268,
"sigma_pred": 0.00003782,
"rank": 2
},
"HYG": {
"composite_score": -0.97301,
"mu_pred": -0.00036471,
"sigma_pred": 0.00001512,
"rank": 7
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_score":... | [
{
"ticker": "TLT",
"composite_score": 1.513142,
"mu_pred": 0.00102971,
"sigma_pred": 0.00004659,
"rank": 1
},
{
"ticker": "GLD",
"composite_score": 1.329675,
"mu_pred": 0.0009268,
"sigma_pred": 0.00003782,
"rank": 2
},
{
"ticker": "VNQ",
"composite_score": 0.4... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-22T00:00:00",
"best_val_loss": -2.856871083378792
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-26T00:00:00 | COMBINED | 2026-05-25T00:00:00 | {
"GDX": {
"composite_score": 1.275518,
"mu_pred": 0.00271341,
"sigma_pred": 0.00002032,
"rank": 4
},
"GLD": {
"composite_score": 1.635734,
"mu_pred": 0.00315402,
"sigma_pred": 0.00001412,
"rank": 1
},
"HYG": {
"composite_score": 0.142531,
"mu_pred": 0.00132749,
"si... | [
{
"ticker": "GLD",
"composite_score": 1.635734,
"mu_pred": 0.00315402,
"sigma_pred": 0.00001412,
"rank": 1
},
{
"ticker": "XSD",
"composite_score": 1.413499,
"mu_pred": 0.00288227,
"sigma_pred": 0.00004821,
"rank": 2
},
{
"ticker": "XLU",
"composite_score": 1.... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-22T00:00:00",
"best_val_loss": -2.748149737715721
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-26T00:00:00 | EQUITY_SECTORS | 2026-05-25T00:00:00 | {
"GDX": {
"composite_score": 0.169244,
"mu_pred": 0.00056872,
"sigma_pred": 0.00031652,
"rank": 8
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.351046,
"mu_pred": 0.00081174,
"sigma_pred": 0.00013307,
"rank": 7
},
"IWM": {
"composite_score": 0.643063,
... | [
{
"ticker": "XSD",
"composite_score": 1.650277,
"mu_pred": 0.00254925,
"sigma_pred": 0.00015773,
"rank": 1
},
{
"ticker": "XLK",
"composite_score": 1.315167,
"mu_pred": 0.00210103,
"sigma_pred": 0.00012377,
"rank": 2
},
{
"ticker": "XLI",
"composite_score": 0.... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-22T00:00:00",
"best_val_loss": -2.7478852421045303
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-26T00:00:00 | FI_COMMODITIES | 2026-05-25T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": 1.335446,
"mu_pred": 0.00093188,
"sigma_pred": 0.00003764,
"rank": 2
},
"HYG": {
"composite_score": -0.974835,
"mu_pred": -0.00036524,
"sigma_pred": 0.00001387,
"rank": 7
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_score... | [
{
"ticker": "TLT",
"composite_score": 1.51,
"mu_pred": 0.00102989,
"sigma_pred": 0.0000414,
"rank": 1
},
{
"ticker": "GLD",
"composite_score": 1.335446,
"mu_pred": 0.00093188,
"sigma_pred": 0.00003764,
"rank": 2
},
{
"ticker": "VNQ",
"composite_score": 0.41685... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-22T00:00:00",
"best_val_loss": -2.856871083378792
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-27T00:00:00 | COMBINED | 2026-05-27T00:00:00 | {
"GDX": {
"composite_score": -0.479761,
"mu_pred": 0.0008283,
"sigma_pred": 0.0000222,
"rank": 16
},
"GLD": {
"composite_score": -1.234399,
"mu_pred": -0.00021597,
"sigma_pred": 0.00001081,
"rank": 19
},
"HYG": {
"composite_score": -1.143938,
"mu_pred": -0.00009079,
... | [
{
"ticker": "XSD",
"composite_score": 1.817776,
"mu_pred": 0.00400761,
"sigma_pred": 0.00001286,
"rank": 1
},
{
"ticker": "XBI",
"composite_score": 1.635551,
"mu_pred": 0.00375545,
"sigma_pred": 0.0000134,
"rank": 2
},
{
"ticker": "XLE",
"composite_score": 1.6... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-27T00:00:00",
"best_val_loss": -2.7865375757217405
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-27T00:00:00 | EQUITY_SECTORS | 2026-05-27T00:00:00 | {
"GDX": {
"composite_score": 0.309439,
"mu_pred": 0.00280723,
"sigma_pred": 0.00005309,
"rank": 8
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.521771,
"mu_pred": 0.00315395,
"sigma_pred": 0.00001495,
"rank": 7
},
"IWM": {
"composite_score": 0.737114,
... | [
{
"ticker": "QQQ",
"composite_score": 1.482112,
"mu_pred": 0.00472272,
"sigma_pred": 0.00003316,
"rank": 1
},
{
"ticker": "XSD",
"composite_score": 1.100752,
"mu_pred": 0.00409977,
"sigma_pred": 0.00003241,
"rank": 2
},
{
"ticker": "XLY",
"composite_score": 1.... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-27T00:00:00",
"best_val_loss": -2.7901777744293215
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-27T00:00:00 | FI_COMMODITIES | 2026-05-27T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": -1.531957,
"mu_pred": -0.00061218,
"sigma_pred": 0.00002593,
"rank": 7
},
"HYG": {
"composite_score": -1.307401,
"mu_pred": -0.00048833,
"sigma_pred": 0.00002079,
"rank": 6
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_sco... | [
{
"ticker": "TLT",
"composite_score": 1.219934,
"mu_pred": 0.00090561,
"sigma_pred": 0.00001515,
"rank": 1
},
{
"ticker": "LQD",
"composite_score": 1.066866,
"mu_pred": 0.00082118,
"sigma_pred": 0.00001431,
"rank": 2
},
{
"ticker": "VCIT",
"composite_score": 0... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-27T00:00:00",
"best_val_loss": -2.8730020046234133
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-28T00:00:00 | COMBINED | 2026-05-28T00:00:00 | {
"GDX": {
"composite_score": 0.787279,
"mu_pred": 0.0031041,
"sigma_pred": 0.00009098,
"rank": 7
},
"GLD": {
"composite_score": -0.352096,
"mu_pred": 0.0007812,
"sigma_pred": 0.00004486,
"rank": 16
},
"HYG": {
"composite_score": 0.338884,
"mu_pred": 0.00218986,
"si... | [
{
"ticker": "XLI",
"composite_score": 1.309904,
"mu_pred": 0.00416945,
"sigma_pred": 0.00005738,
"rank": 1
},
{
"ticker": "XLY",
"composite_score": 1.233839,
"mu_pred": 0.00401432,
"sigma_pred": 0.00004152,
"rank": 2
},
{
"ticker": "QQQ",
"composite_score": 1.... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-28T00:00:00",
"best_val_loss": -2.786058807373047
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-28T00:00:00 | EQUITY_SECTORS | 2026-05-28T00:00:00 | {
"GDX": {
"composite_score": 0.974899,
"mu_pred": 0.00339765,
"sigma_pred": 0.00004289,
"rank": 5
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.962566,
"mu_pred": 0.00337824,
"sigma_pred": 0.0000866,
"rank": 6
},
"IWM": {
"composite_score": -0.712634,
... | [
{
"ticker": "XSD",
"composite_score": 1.398322,
"mu_pred": 0.00406921,
"sigma_pred": 0.000029,
"rank": 1
},
{
"ticker": "QQQ",
"composite_score": 1.353952,
"mu_pred": 0.00399881,
"sigma_pred": 0.00002411,
"rank": 2
},
{
"ticker": "XLI",
"composite_score": 1.18... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-28T00:00:00",
"best_val_loss": -2.7904842138290404
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-28T00:00:00 | FI_COMMODITIES | 2026-05-28T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": 1.776183,
"mu_pred": 0.00132258,
"sigma_pred": 0.00002325,
"rank": 1
},
"HYG": {
"composite_score": 0.020714,
"mu_pred": 0.00040373,
"sigma_pred": 0.00001792,
"rank": 4
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_score":... | [
{
"ticker": "GLD",
"composite_score": 1.776183,
"mu_pred": 0.00132258,
"sigma_pred": 0.00002325,
"rank": 1
},
{
"ticker": "LQD",
"composite_score": 0.558263,
"mu_pred": 0.0006851,
"sigma_pred": 0.00002463,
"rank": 2
},
{
"ticker": "SLV",
"composite_score": 0.4... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-28T00:00:00",
"best_val_loss": -2.8730538129806518
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-29T00:00:00 | COMBINED | 2026-05-29T00:00:00 | {
"GDX": {
"composite_score": -1.739694,
"mu_pred": -0.00065206,
"sigma_pred": 0.00001486,
"rank": 23
},
"GLD": {
"composite_score": -1.701685,
"mu_pred": -0.00060717,
"sigma_pred": 0.00001051,
"rank": 22
},
"HYG": {
"composite_score": -1.064185,
"mu_pred": 0.00014554,
... | [
{
"ticker": "XSD",
"composite_score": 2.407609,
"mu_pred": 0.00424476,
"sigma_pred": 0.00000654,
"rank": 1
},
{
"ticker": "XLY",
"composite_score": 1.241722,
"mu_pred": 0.0028682,
"sigma_pred": 0.0000151,
"rank": 2
},
{
"ticker": "QQQ",
"composite_score": 1.13... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-29T00:00:00",
"best_val_loss": -2.7445659160614015
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-29T00:00:00 | EQUITY_SECTORS | 2026-05-29T00:00:00 | {
"GDX": {
"composite_score": -0.693025,
"mu_pred": 0.00169823,
"sigma_pred": 0.00043643,
"rank": 13
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.757727,
"mu_pred": 0.00347528,
"sigma_pred": 0.00039319,
"rank": 4
},
"IWM": {
"composite_score": 0.534512,
... | [
{
"ticker": "XLK",
"composite_score": 1.495537,
"mu_pred": 0.00437862,
"sigma_pred": 0.00029132,
"rank": 1
},
{
"ticker": "XLV",
"composite_score": 1.330778,
"mu_pred": 0.00417669,
"sigma_pred": 0.00026014,
"rank": 2
},
{
"ticker": "SPY",
"composite_score": 0.... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-29T00:00:00",
"best_val_loss": -2.7427101850509645
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-29T00:00:00 | FI_COMMODITIES | 2026-05-29T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": 1.227465,
"mu_pred": 0.00140218,
"sigma_pred": 0.00002583,
"rank": 1
},
"HYG": {
"composite_score": 0.971448,
"mu_pred": 0.00124048,
"sigma_pred": 0.00001456,
"rank": 2
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_score":... | [
{
"ticker": "GLD",
"composite_score": 1.227465,
"mu_pred": 0.00140218,
"sigma_pred": 0.00002583,
"rank": 1
},
{
"ticker": "HYG",
"composite_score": 0.971448,
"mu_pred": 0.00124048,
"sigma_pred": 0.00001456,
"rank": 2
},
{
"ticker": "TLT",
"composite_score": 0.... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-29T00:00:00",
"best_val_loss": -2.874382829666138
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-30T00:00:00 | COMBINED | 2026-05-30T00:00:00 | {
"GDX": {
"composite_score": 0.847574,
"mu_pred": 0.00159363,
"sigma_pred": 0.00007845,
"rank": 6
},
"GLD": {
"composite_score": -0.523472,
"mu_pred": -0.00049525,
"sigma_pred": 0.00013038,
"rank": 15
},
"HYG": {
"composite_score": 0.448094,
"mu_pred": 0.00098495,
... | [
{
"ticker": "VNQ",
"composite_score": 1.838962,
"mu_pred": 0.00310403,
"sigma_pred": 0.00006602,
"rank": 1
},
{
"ticker": "XLK",
"composite_score": 1.789756,
"mu_pred": 0.00302921,
"sigma_pred": 0.00011412,
"rank": 2
},
{
"ticker": "IWF",
"composite_score": 1.... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-30T00:00:00",
"best_val_loss": -2.7481409907341003
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-30T00:00:00 | EQUITY_SECTORS | 2026-05-30T00:00:00 | {
"GDX": {
"composite_score": 0.137465,
"mu_pred": -0.00063228,
"sigma_pred": 0.00031085,
"rank": 6
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": -1.030267,
"mu_pred": -0.00141086,
"sigma_pred": 0.00040348,
"rank": 13
},
"IWM": {
"composite_score": 0.668401,
... | [
{
"ticker": "XLU",
"composite_score": 2.748573,
"mu_pred": 0.00110829,
"sigma_pred": 0.00022011,
"rank": 1
},
{
"ticker": "XBI",
"composite_score": 1.413082,
"mu_pred": 0.00021815,
"sigma_pred": 0.00055731,
"rank": 2
},
{
"ticker": "IWM",
"composite_score": 0.... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-30T00:00:00",
"best_val_loss": -2.781402111053467
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-05-30T00:00:00 | FI_COMMODITIES | 2026-05-30T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": 0.920168,
"mu_pred": 0.00221873,
"sigma_pred": 0.00044462,
"rank": 2
},
"HYG": {
"composite_score": 1.335694,
"mu_pred": 0.00273168,
"sigma_pred": 0.00051688,
"rank": 1
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_score":... | [
{
"ticker": "HYG",
"composite_score": 1.335694,
"mu_pred": 0.00273168,
"sigma_pred": 0.00051688,
"rank": 1
},
{
"ticker": "GLD",
"composite_score": 0.920168,
"mu_pred": 0.00221873,
"sigma_pred": 0.00044462,
"rank": 2
},
{
"ticker": "LQD",
"composite_score": 0.... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-30T00:00:00",
"best_val_loss": -2.8563694804906845
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-06-01T00:00:00 | COMBINED | 2026-05-30T00:00:00 | {
"GDX": {
"composite_score": 0.832547,
"mu_pred": 0.00156203,
"sigma_pred": 0.00008065,
"rank": 7
},
"GLD": {
"composite_score": -0.535579,
"mu_pred": -0.00051441,
"sigma_pred": 0.00013761,
"rank": 15
},
"HYG": {
"composite_score": 0.450567,
"mu_pred": 0.00098224,
... | [
{
"ticker": "VNQ",
"composite_score": 1.85808,
"mu_pred": 0.00311844,
"sigma_pred": 0.00006535,
"rank": 1
},
{
"ticker": "XLK",
"composite_score": 1.805307,
"mu_pred": 0.00303848,
"sigma_pred": 0.00011043,
"rank": 2
},
{
"ticker": "IWF",
"composite_score": 0.9... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-05-30T00:00:00",
"best_val_loss": -2.7481409907341003
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-06-01T00:00:00 | EQUITY_SECTORS | 2026-05-30T00:00:00 | {
"GDX": {
"composite_score": 0.136925,
"mu_pred": -0.00066873,
"sigma_pred": 0.00023905,
"rank": 6
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": -1.007674,
"mu_pred": -0.00143859,
"sigma_pred": 0.00034593,
"rank": 13
},
"IWM": {
"composite_score": 0.671439,
... | [
{
"ticker": "XLU",
"composite_score": 2.746148,
"mu_pred": 0.00108581,
"sigma_pred": 0.00017014,
"rank": 1
},
{
"ticker": "XBI",
"composite_score": 1.379599,
"mu_pred": 0.00016697,
"sigma_pred": 0.00048869,
"rank": 2
},
{
"ticker": "IWM",
"composite_score": 0.... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-05-30T00:00:00",
"best_val_loss": -2.781402111053467
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-06-01T00:00:00 | FI_COMMODITIES | 2026-05-30T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": 0.94797,
"mu_pred": 0.00214807,
"sigma_pred": 0.00041377,
"rank": 2
},
"HYG": {
"composite_score": 1.334174,
"mu_pred": 0.00257795,
"sigma_pred": 0.00048691,
"rank": 1
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_score": ... | [
{
"ticker": "HYG",
"composite_score": 1.334174,
"mu_pred": 0.00257795,
"sigma_pred": 0.00048691,
"rank": 1
},
{
"ticker": "GLD",
"composite_score": 0.94797,
"mu_pred": 0.00214807,
"sigma_pred": 0.00041377,
"rank": 2
},
{
"ticker": "LQD",
"composite_score": 0.6... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-05-30T00:00:00",
"best_val_loss": -2.8563694804906845
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-06-02T00:00:00 | COMBINED | 2026-06-02T00:00:00 | {
"GDX": {
"composite_score": -0.428573,
"mu_pred": 0.0008966,
"sigma_pred": 0.00002842,
"rank": 17
},
"GLD": {
"composite_score": -1.292873,
"mu_pred": -0.00020661,
"sigma_pred": 0.00001983,
"rank": 21
},
"HYG": {
"composite_score": -1.191624,
"mu_pred": -0.00007737,
... | [
{
"ticker": "XSD",
"composite_score": 2.46418,
"mu_pred": 0.00458894,
"sigma_pred": 0.0000209,
"rank": 1
},
{
"ticker": "XLE",
"composite_score": 1.888824,
"mu_pred": 0.00385454,
"sigma_pred": 0.00002042,
"rank": 2
},
{
"ticker": "XLK",
"composite_score": 0.98... | [
"GDX",
"GLD",
"HYG",
"IWF",
"IWM",
"LQD",
"QQQ",
"SLV",
"SPY",
"TLT",
"VCIT",
"VNQ",
"XBI",
"XLE",
"XLF",
"XLI",
"XLK",
"XLP",
"XLU",
"XLV",
"XLY",
"XME",
"XSD"
] | {
"train_date": "2026-06-02T00:00:00",
"best_val_loss": -2.786680293083191
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-06-02T00:00:00 | EQUITY_SECTORS | 2026-06-02T00:00:00 | {
"GDX": {
"composite_score": 0.091143,
"mu_pred": 0.00099399,
"sigma_pred": 0.00001685,
"rank": 7
},
"GLD": null,
"HYG": null,
"IWF": {
"composite_score": 0.141052,
"mu_pred": 0.00103057,
"sigma_pred": 0.00000846,
"rank": 6
},
"IWM": {
"composite_score": -0.274952,
... | [
{
"ticker": "XSD",
"composite_score": 2.854705,
"mu_pred": 0.00302039,
"sigma_pred": 0.0000137,
"rank": 1
},
{
"ticker": "XME",
"composite_score": 1.094693,
"mu_pred": 0.00172985,
"sigma_pred": 0.00001955,
"rank": 2
},
{
"ticker": "XLK",
"composite_score": 0.6... | [
"SPY",
"QQQ",
"XLK",
"XLF",
"XLE",
"XLV",
"XLI",
"XLY",
"XLP",
"XLU",
"GDX",
"XME",
"IWF",
"XSD",
"XBI",
"IWM"
] | {
"train_date": "2026-06-02T00:00:00",
"best_val_loss": -2.7907833576202394
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
2026-06-02T00:00:00 | FI_COMMODITIES | 2026-06-02T00:00:00 | {
"GDX": null,
"GLD": {
"composite_score": -1.258074,
"mu_pred": 0.00025575,
"sigma_pred": 0.00003922,
"rank": 7
},
"HYG": {
"composite_score": -0.322107,
"mu_pred": 0.00100671,
"sigma_pred": 0.00000912,
"rank": 5
},
"IWF": null,
"IWM": null,
"LQD": {
"composite_score... | [
{
"ticker": "TLT",
"composite_score": 1.914792,
"mu_pred": 0.00280154,
"sigma_pred": 0.00002724,
"rank": 1
},
{
"ticker": "VNQ",
"composite_score": 0.40599,
"mu_pred": 0.00159095,
"sigma_pred": 0.00004226,
"rank": 2
},
{
"ticker": "LQD",
"composite_score": 0.2... | [
"TLT",
"VCIT",
"LQD",
"HYG",
"VNQ",
"GLD",
"SLV"
] | {
"train_date": "2026-06-02T00:00:00",
"best_val_loss": -2.8729238510131836
} | {
"context_size": 21,
"n_latent_samples": 50,
"uncertainty_wt": 1,
"cash_threshold": -0.3,
"top_n": 6,
"oos_start": "2022-01-01T00:00:00",
"latent_dim": 64,
"n_heads": 4
} |
End of preview.
No dataset card yet
- Downloads last month
- 516