diff --git a/config/generated_config_12.json b/config/generated_config_12.json
index 1bc0c2ba92ffc22c238a7e0a89768843660fa777..18bc2c2a019a6ad329abff7aac99d2f76c5724f3 100644
--- a/config/generated_config_12.json
+++ b/config/generated_config_12.json
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/config/generated_config_13.json b/config/generated_config_13.json
index 92dade9be72eeac6832e569968f0aec748cff7e5..42dd2c8f463640b65e4cd0269382bff46d2f8c5b 100644
--- a/config/generated_config_13.json
+++ b/config/generated_config_13.json
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/config/generated_config_14.json b/config/generated_config_14.json
index 9c6f1729e43d04913af872c8fc73f9dffc9b3010..79a4e68ff770df815cd1d031661ce36a3ea8ce51 100644
--- a/config/generated_config_14.json
+++ b/config/generated_config_14.json
@@ -1 +1 @@
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diff --git a/config/generated_config_16.json b/config/generated_config_16.json
index be6cdc739f01dd7cc5a5b963b54179bc8647d270..6b761800e58bbd9374d71c7d0218712acb9a3d0e 100644
--- a/config/generated_config_16.json
+++ b/config/generated_config_16.json
@@ -1 +1 @@
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diff --git a/config/generated_config_17.json b/config/generated_config_17.json
index 820b9a2561c3293b9ca73e641826034ed0a5f6be..fc83c84b9bd9425facaab9ce01e9d5b012e92ef1 100644
--- a/config/generated_config_17.json
+++ b/config/generated_config_17.json
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\ No newline at end of file
diff --git a/config/generated_config_19.json b/config/generated_config_19.json
index 0963572e74c430665909d722e407cd1de672ef0e..5ee9c8b37e4a8e1e4103cd49d70853a2d704cd18 100644
--- a/config/generated_config_19.json
+++ b/config/generated_config_19.json
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/config/generated_config_2.json b/config/generated_config_2.json
index fc4f2e648d61f91ce7e795388a94141998860a3c..e100f6b32ac5427e81ac49c710f7cf1660099fbb 100644
--- a/config/generated_config_2.json
+++ b/config/generated_config_2.json
@@ -1 +1 @@
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\ No newline at end of file
+{"dimensions": [{"kind": "OSC", "equation": {"function": "haversine", "amplitude": 3.4321, "frequency": 3.3002}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 0, "equation": {"sign": 1, "step": 0.011}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 0, "equation": {"sign": 1, "step": 0.0936}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "VFOSC", "equation": {"function": "cos", "amplitude": 2.4439, "frequency_min": 0.4249, "frequency_max": 3.6146, "period": 255}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "VF", "length": 159, "position": "middle"}]}, {"kind": "VFOSC", "equation": {"function": "coversine", "amplitude": 3.8568, "frequency_min": 1.7674, "frequency_max": 2.1862, "period": 57}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 2, "equation": {"sign": -1, "step": 0.0551}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 3, "equation": {"sign": -1, "start": -1.0692, "end": -0.9417, "lag": 30}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 2, "equation": {"sign": -1, "step": 0.0732}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 2, "equation": {"sign": -1, "start": 0.1578, "end": 1.4064, "lag": 27}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": -0.08247267442128084, "std": 0.08498542273567589, "length": 71, "position": "middle"}]}, {"kind": "OSC", "equation": {"function": "versine", "amplitude": 0.5073, "frequency": 3.9361}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 6, "equation": {"sign": -1, "step": 0.0831}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 2, "equation": {"sign": 1, "step": 0.0911}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "OSC", "equation": {"function": "covercosine", "amplitude": 4.4181, "frequency": 1.7907}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 2, "equation": {"sign": -1, "step": 0.0458}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "CORRELATION", "length": 77, "position": "middle"}]}, {"kind": "CORRELATION", "dimension": 9, "equation": {"sign": -1, "step": 0.0914}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": -0.09226340669863405, "std": 0.047956256203088306, "length": 155, "position": "middle"}]}, {"kind": "CORRELATION", "dimension": 8, "equation": {"sign": 1, "step": 0.0551}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 4, "equation": {"sign": -1, "step": 0.0684}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": 0.046051116023375444, "std": 0.09664518268077563, "length": 120, "position": "middle"}]}, {"kind": "CORRELATION", "dimension": 1, "equation": {"sign": 1, "step": 0.0551}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "VFOSC", "equation": {"function": "hacoversine", "amplitude": 2.3326, "frequency_min": 0.7756, "frequency_max": 3.7642, "period": 141}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "VF", "length": 155, "position": "middle"}]}, {"kind": "VFOSC", "equation": {"function": "haversine", "amplitude": 1.2571, "frequency_min": 1.1823, "frequency_max": 2.3211, "period": 146}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "VF", "length": 113, "position": "middle"}]}, {"kind": "EXP_CORRELATION", "dimension": 0, "equation": {"sign": -1, "start": -3.8049, "end": 0.3825, "lag": 99}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 14, "equation": {"sign": 1, "start": -1.8739, "end": 0.9716, "lag": 88}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 12, "equation": {"sign": 1, "step": 0.0869}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": 0.060929478136377974, "std": 0.025500405564605196, "length": 146, "position": "start"}]}, {"kind": "CORRELATION", "dimension": 21, "equation": {"sign": 1, "step": 0.0968}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 21, "equation": {"sign": -1, "step": 0.0989}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}], "length": 20000, "subsystems": [[0, 1, 2, 5, 7, 8, 11, 13, 15, 17, 20], [3, 6, 10], [4, 16], [9, 14, 21, 23, 24], [12, 22], [18], [19]]}
\ No newline at end of file
diff --git a/config/generated_config_20.json b/config/generated_config_20.json
index 3a0350deb1c1bb8f1546cbd578e695d11557a681..58171ee9b29aefbea369ad8c02fc33304a3755ff 100644
--- a/config/generated_config_20.json
+++ b/config/generated_config_20.json
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/config/generated_config_3.json b/config/generated_config_3.json
index 8086b0992109db9c1d390e8635efc3dab9f21869..b7c930020d9773033d034cd12a062c7b82d0dbbd 100644
--- a/config/generated_config_3.json
+++ b/config/generated_config_3.json
@@ -1 +1 @@
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\ No newline at end of file
+{"dimensions": [{"kind": "OSC", "equation": {"function": "hacovercosine", "amplitude": 3.138, "frequency": 0.8616}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 0, "equation": {"sign": 1, "start": -3.6617, "end": -3.3785, "lag": 74}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 1, "equation": {"sign": 1, "start": -1.9676, "end": -1.474, "lag": 81}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "OSC", "equation": {"function": "vercosine", "amplitude": 1.4992, "frequency": 1.0558}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": 0.026023815011095075, "std": 0.08221041745381306, "length": 122, "position": "middle"}]}, {"kind": "CORRELATION", "dimension": 2, "equation": {"sign": -1, "step": 0.0478}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 2, "equation": {"sign": -1, "start": -3.9206, "end": 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\ No newline at end of file
diff --git a/config/generated_config_7.json b/config/generated_config_7.json
index 46c433853bb55cd123403e81e2e52fb207b5ec1a..a60fed3931113066b7269ff0dbe34651356d4dc3 100644
--- a/config/generated_config_7.json
+++ b/config/generated_config_7.json
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/config/generated_config_8.json b/config/generated_config_8.json
index 233871c31ff8d77e53b38d0f9ad3823c45f4626e..d932822ee46480edb2b838b85129c1652058f4fc 100644
--- a/config/generated_config_8.json
+++ b/config/generated_config_8.json
@@ -1 +1 @@
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"frequency": 2.9166}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": -0.020956012998035733, "std": 0.07809525355898066, "length": 62, "position": "start"}]}, {"kind": "EXP_CORRELATION", "dimension": 11, "equation": {"sign": -1, "start": 0.7122, "end": 1.4783, "lag": 29}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 17, "equation": {"sign": 1, "step": 0.0937}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 0, "equation": {"sign": -1, "step": 0.0785}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 18, "equation": {"sign": -1, "start": -3.9218, "end": 1.4493, "lag": 47}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 6, "equation": {"sign": -1, "start": -3.4515, "end": 1.1966, "lag": 86}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 26, "equation": {"sign": 1, "step": 0.0311}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "CORRELATION", "length": 11, "position": "end"}]}, {"kind": "EXP_CORRELATION", "dimension": 5, "equation": {"sign": -1, "start": -1.6739, "end": 0.583, "lag": 78}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 4, "equation": {"sign": -1, "start": 1.1651, "end": 2.0033, "lag": 59}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}], "length": 20000, "subsystems": [[0, 1, 2, 3, 7, 8, 9, 10, 12, 13, 16, 21, 24, 26, 29, 30, 32, 33, 34, 42, 49, 52], [4, 6, 11, 14, 47, 51, 54], [5, 53], [15], [17, 22, 48], [18, 27, 37, 39, 44, 45, 50], [19, 31], [20], [23], [25, 36], [28], [35], [38, 41], [40, 43], [46]]}
\ No newline at end of file
+{"dimensions": [{"kind": "VFOSC", "equation": {"function": "covercosine", "amplitude": 4.5868, "frequency_min": 1.9345, "frequency_max": 4.5803, "period": 99}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 0, "equation": {"sign": -1, "step": 0.0456}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "VFOSC", "equation": {"function": "hacoversine", "amplitude": 1.745, "frequency_min": 2.6508, "frequency_max": 4.1997, "period": 236}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 0, "equation": {"sign": 1, "step": 0.0186}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 0, "equation": {"sign": -1, "step": 0.0599}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 2, "equation": {"sign": -1, "step": 0.0608}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 1, "equation": {"sign": -1, "step": 0.0541}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "CORRELATION", "length": 7, "position": "middle"}]}, {"kind": "EXP_CORRELATION", "dimension": 0, "equation": {"sign": 1, "start": -3.484, "end": 2.1656, "lag": 8}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 0, "equation": {"sign": -1, "step": 0.0214}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "CORRELATION", "length": 6, "position": "middle"}]}, {"kind": "CORRELATION", "dimension": 1, "equation": {"sign": 1, "step": 0.012}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 9, "equation": {"sign": 1, "step": 0.0994}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 8, "equation": {"sign": -1, "start": -4.1921, "end": -3.1687, "lag": 58}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "VFOSC", "equation": {"function": "hacoversine", "amplitude": 4.9641, "frequency_min": 3.156, "frequency_max": 4.26, "period": 182}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": 0.0633386002895566, "std": 0.015475186140845164, "length": 56, "position": "end"}]}, {"kind": "VFOSC", "equation": {"function": "coversine", "amplitude": 0.4992, "frequency_min": 2.2609, "frequency_max": 3.3007, "period": 177}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "VF", "length": 53, "position": "start"}]}, {"kind": "EXP_CORRELATION", "dimension": 3, "equation": {"sign": 1, "start": -4.2778, "end": -2.9804, "lag": 33}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "CORRELATION", "length": 7, "position": "middle"}, {"kind": "NOISE", "mean": 0.005919288038123027, "std": 0.09039525600703935, "length": 7, "position": "end"}]}, {"kind": "VFOSC", "equation": {"function": "haversine", "amplitude": 0.3378, "frequency_min": 4.4221, "frequency_max": 4.9985, "period": 266}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": 0.017419405836916924, "std": 0.02996263137614475, "length": 72, "position": "middle"}]}, {"kind": "EXP_CORRELATION", "dimension": 2, "equation": {"sign": 1, "start": 0.6172, "end": 0.9134, "lag": 13}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 12, "equation": {"sign": 1, "start": -2.9746, "end": -0.6546, "lag": 22}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 6, "equation": {"sign": -1, "step": 0.032}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 2, "equation": {"sign": 1, "step": 0.0678}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "VFOSC", "equation": {"function": "coversine", "amplitude": 1.4013, "frequency_min": 3.7885, "frequency_max": 4.6063, "period": 288}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": -0.003088032844380556, "std": 0.07892957422436034, "length": 64, "position": "start"}]}, {"kind": "EXP_CORRELATION", "dimension": 0, "equation": {"sign": -1, "start": -4.9542, "end": -4.7403, "lag": 80}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 21, "equation": {"sign": 1, "start": -4.8235, "end": -1.2846, "lag": 16}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "OSC", "equation": {"function": "hacovercosine", "amplitude": 0.5384, "frequency": 2.3127}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 5, "equation": {"sign": 1, "start": -2.8118, "end": 0.1729, "lag": 67}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 14, "equation": {"sign": -1, "step": 0.0999}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "VFOSC", "equation": {"function": "vercosine", "amplitude": 4.6438, "frequency_min": 0.1028, "frequency_max": 2.5413, "period": 77}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": 0.026405825163732105, "std": 0.05156285686413096, "length": 76, "position": "end"}]}, {"kind": "CORRELATION", "dimension": 12, "equation": {"sign": 1, "step": 0.0836}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 24, "equation": {"sign": -1, "start": -4.2512, "end": 1.4968, "lag": 81}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 9, "equation": {"sign": 1, "start": -2.784, "end": 1.2845, "lag": 35}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 1, "equation": {"sign": 1, "start": -1.6748, "end": 0.3337, "lag": 11}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 2, "equation": {"sign": -1, "step": 0.0147}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "CORRELATION", "length": 53, "position": "middle"}]}, {"kind": "EXP_CORRELATION", "dimension": 23, "equation": {"sign": 1, "start": -1.7359, "end": 0.137, "lag": 52}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": 0.0868073340909197, "std": 0.09585401563616841, "length": 70, "position": "middle"}]}, {"kind": "EXP_CORRELATION", "dimension": 30, "equation": {"sign": -1, "start": 0.4052, "end": 1.9583, "lag": 8}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 29, "equation": {"sign": -1, "start": -3.2161, "end": -0.4726, "lag": 24}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "VFOSC", "equation": {"function": "hacoversine", "amplitude": 0.2532, "frequency_min": 1.1453, "frequency_max": 4.5782, "period": 157}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": -0.03302833940986037, "std": 0.03480910784040924, "length": 76, "position": "start"}]}, {"kind": "EXP_CORRELATION", "dimension": 5, "equation": {"sign": 1, "start": 1.5183, "end": 1.7245, "lag": 14}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 18, "equation": {"sign": 1, "step": 0.0139}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 8, "equation": {"sign": 1, "step": 0.0191}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": -0.012943403567263728, "std": 0.0786916189307313, "length": 9, "position": "end"}]}, {"kind": "OSC", "equation": {"function": "cos", "amplitude": 3.6516, "frequency": 3.3659}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": -0.017172580507778284, "std": 0.07927085566663299, "length": 76, "position": "middle"}]}, {"kind": "VFOSC", "equation": {"function": "covercosine", "amplitude": 2.8519, "frequency_min": 2.7677, "frequency_max": 3.909, "period": 168}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 6, "equation": {"sign": 1, "start": -2.5121, "end": 1.3013, "lag": 59}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "OSC", "equation": {"function": "versine", "amplitude": 4.6922, "frequency": 3.3606}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": -0.06907705242504653, "std": 0.04319714039329673, "length": 67, "position": "middle"}]}, {"kind": "EXP_CORRELATION", "dimension": 41, "equation": {"sign": -1, "start": -3.4265, "end": -2.6374, "lag": 62}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": 0.09585610495138688, "std": 0.0682190081514539, "length": 8, "position": "end"}, {"kind": "NOISE", "mean": -0.04896291586137369, "std": 0.07293223589599984, "length": 10, "position": "start"}, {"kind": "CORRELATION", "length": 7, "position": "end"}]}, {"kind": "OSC", "equation": {"function": "vercosine", "amplitude": 3.5096, "frequency": 4.0756}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": -0.02939366382039324, "std": 0.08139848496944138, "length": 55, "position": "middle"}]}, {"kind": "VFOSC", "equation": {"function": "hacoversine", "amplitude": 1.5973, "frequency_min": 0.8496, "frequency_max": 1.5317, "period": 277}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "VF", "length": 74, "position": "start"}]}, {"kind": "EXP_CORRELATION", "dimension": 37, "equation": {"sign": -1, "start": 1.2196, "end": 1.752, "lag": 49}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 22, "equation": {"sign": 1, "step": 0.0952}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "VFOSC", "equation": {"function": "hacovercosine", "amplitude": 2.3822, "frequency_min": 2.1218, "frequency_max": 3.9988, "period": 129}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "NOISE", "mean": -0.010278841896916566, "std": 0.07067028924930016, "length": 54, "position": "middle"}]}, {"kind": "CORRELATION", "dimension": 20, "equation": {"sign": -1, "step": 0.081}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 11, "equation": {"sign": 1, "step": 0.0987}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "CORRELATION", "length": 8, "position": "middle"}]}, {"kind": "EXP_CORRELATION", "dimension": 40, "equation": {"sign": 1, "start": -2.8782, "end": -1.8166, "lag": 45}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": [{"kind": "CORRELATION", "length": 73, "position": "end"}]}, {"kind": "EXP_CORRELATION", "dimension": 10, "equation": {"sign": 1, "start": -4.0425, "end": -2.8944, "lag": 74}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "EXP_CORRELATION", "dimension": 42, "equation": {"sign": 1, "start": -4.052, "end": 1.5003, "lag": 88}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}, {"kind": "CORRELATION", "dimension": 51, "equation": {"sign": 1, "step": 0.0944}, "noise": {"mean": 0.0, "std": 0.1}, "anomalies": []}], "length": 20000, "subsystems": [[0, 1, 3, 4, 6, 7, 8, 9, 10, 11, 14, 18, 21, 22, 25, 29, 30, 33, 34, 37, 38, 41, 43, 46, 47, 50, 52], [2, 5, 16, 19, 24, 28, 31, 36], [12, 17, 27], [13], [15], [20, 49], [23, 32], [26], [35], [39], [40, 51, 54], [42, 53], [44], [45], [48]]}
\ No newline at end of file
diff --git a/config_maker/config_maker.py b/config_maker/config_maker.py
index f80ef691020c3433a324d3e458ccc22ea6218841..eb09fe1cae80f152d5247afea8aa93eb27a3e6e9 100755
--- a/config_maker/config_maker.py
+++ b/config_maker/config_maker.py
@@ -51,5 +51,5 @@ if __name__ == "__main__":
     generator = ConfigGenerator(args.length).generate(args.nb_dim).add_anomalies(contamination=args.contamination)
     config = generator.get_config()
 
-    with open(args.output, "a", encoding="utf-8") as f:
+    with open(args.output, "w", encoding="utf-8") as f:
         f.write(json.dumps(config))