run_date timestamp[s]date 2026-06-13 10:02:25 2026-06-25 03:44:14 | windows listlengths 7 7 | reservoir_size int64 100 100 | spectral_radius_base float64 0.9 0.9 | spectral_radius_range float64 0.5 0.5 | connectivity float64 0.1 0.1 | ridge_alpha float64 0 0 | universes dict |
|---|---|---|---|---|---|---|---|
2026-06-13T10:02:25 | [
63,
252,
504,
1008,
2016,
4032,
4536
] | 100 | 0.9 | 0.5 | 0.1 | 0.0001 | {
"FI_COMMODITIES": {
"best_window_data": {
"window": 4536,
"top_etfs": [
{
"ticker": "SLV",
"esn_score_norm": 1,
"raw_score": 0.0027704281435022185
},
{
"ticker": "LQD",
"esn_score_norm": 0.5429562001488817,
"raw_scor... |
2026-06-13T10:16:56 | [
63,
252,
504,
1008,
2016,
4032,
4536
] | 100 | 0.9 | 0.5 | 0.1 | 0.0001 | {
"FI_COMMODITIES": {
"best_window_data": {
"window": 4536,
"top_etfs": [
{
"ticker": "SLV",
"esn_score_norm": 1,
"raw_score": 0.002914253984682624
},
{
"ticker": "LQD",
"esn_score_norm": 0.5051989464883504,
"raw_score... |
2026-06-14T03:45:17 | [
63,
252,
504,
1008,
2016,
4032,
4536
] | 100 | 0.9 | 0.5 | 0.1 | 0.0001 | {
"FI_COMMODITIES": {
"best_window_data": {
"window": 4536,
"top_etfs": [
{
"ticker": "SLV",
"esn_score_norm": 1,
"raw_score": 0.002914253984682624
},
{
"ticker": "LQD",
"esn_score_norm": 0.5051989464883504,
"raw_score... |
2026-06-15T03:45:49 | [
63,
252,
504,
1008,
2016,
4032,
4536
] | 100 | 0.9 | 0.5 | 0.1 | 0.0001 | {
"FI_COMMODITIES": {
"best_window_data": {
"window": 4536,
"top_etfs": [
{
"ticker": "SLV",
"esn_score_norm": 1,
"raw_score": 0.002914253984682624
},
{
"ticker": "LQD",
"esn_score_norm": 0.5051989464883504,
"raw_score... |
2026-06-16T03:45:32 | [
63,
252,
504,
1008,
2016,
4032,
4536
] | 100 | 0.9 | 0.5 | 0.1 | 0.0001 | {
"FI_COMMODITIES": {
"best_window_data": {
"window": 4536,
"top_etfs": [
{
"ticker": "SLV",
"esn_score_norm": 1,
"raw_score": 0.0029126295892353293
},
{
"ticker": "LQD",
"esn_score_norm": 0.5051248569929322,
"raw_scor... |
2026-06-17T06:10:21 | [
63,
252,
504,
1008,
2016,
4032,
4536
] | 100 | 0.9 | 0.5 | 0.1 | 0.0001 | {
"FI_COMMODITIES": {
"best_window_data": {
"window": 4536,
"top_etfs": [
{
"ticker": "SLV",
"esn_score_norm": 1,
"raw_score": 0.0029126295892353293
},
{
"ticker": "LQD",
"esn_score_norm": 0.5051248569929322,
"raw_scor... |
2026-06-18T03:46:19 | [
63,
252,
504,
1008,
2016,
4032,
4536
] | 100 | 0.9 | 0.5 | 0.1 | 0.0001 | {"FI_COMMODITIES":{"best_window_data":{"window":4536,"top_etfs":[{"ticker":"SLV","esn_score_norm":1.(...TRUNCATED) |
2026-06-19T03:45:54 | [
63,
252,
504,
1008,
2016,
4032,
4536
] | 100 | 0.9 | 0.5 | 0.1 | 0.0001 | {"FI_COMMODITIES":{"best_window_data":{"window":4536,"top_etfs":[{"ticker":"VNQ","esn_score_norm":1.(...TRUNCATED) |
2026-06-20T03:44:37 | [
63,
252,
504,
1008,
2016,
4032,
4536
] | 100 | 0.9 | 0.5 | 0.1 | 0.0001 | {"FI_COMMODITIES":{"best_window_data":{"window":4536,"top_etfs":[{"ticker":"VNQ","esn_score_norm":1.(...TRUNCATED) |
2026-06-21T03:45:24 | [
63,
252,
504,
1008,
2016,
4032,
4536
] | 100 | 0.9 | 0.5 | 0.1 | 0.0001 | {"FI_COMMODITIES":{"best_window_data":{"window":4536,"top_etfs":[{"ticker":"VNQ","esn_score_norm":1.(...TRUNCATED) |
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