added poetry.toml

Author: ChernovAndrey

.gitignore

@@ -26,3 +26,4 @@ openapi.json
 pyproject.toml
 CLAUDE.md
 /poetry.lock
+/4_clients/

examples/airpassengers_dataset.ipynb

@@ -13,8 +13,8 @@
    "cell_type": "code",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-11-08T15:29:45.959154Z",
-     "start_time": "2025-11-08T15:29:45.949697Z"
+     "end_time": "2025-12-01T19:17:02.445810Z",
+     "start_time": "2025-12-01T19:17:02.395561Z"
     }
    },
    "source": [
@@ -24,14 +24,14 @@
     "FAIM_API_KEY = os.environ[\"FAIM_API_KEY\"]"
    ],
    "outputs": [],
-   "execution_count": 9
+   "execution_count": 49
   },
   {
    "cell_type": "code",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-11-08T15:29:45.998104Z",
-     "start_time": "2025-11-08T15:29:45.995045Z"
+     "end_time": "2025-12-01T19:17:02.514152Z",
+     "start_time": "2025-12-01T19:17:02.509574Z"
     }
    },
    "source": [
@@ -43,7 +43,7 @@
     "from faim_sdk.eval import mae, mse"
    ],
    "outputs": [],
-   "execution_count": 10
+   "execution_count": 50
   },
   {
    "cell_type": "markdown",
@@ -54,8 +54,8 @@
    "cell_type": "code",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-11-08T15:29:46.031155Z",
-     "start_time": "2025-11-08T15:29:46.027682Z"
+     "end_time": "2025-12-01T19:17:02.563070Z",
+     "start_time": "2025-12-01T19:17:02.555002Z"
     }
    },
    "source": [
@@ -83,7 +83,7 @@
      ]
     }
    ],
-   "execution_count": 11
+   "execution_count": 51
   },
   {
    "cell_type": "markdown",
@@ -96,8 +96,8 @@
    "cell_type": "code",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-11-08T15:29:48.803885Z",
-     "start_time": "2025-11-08T15:29:46.063305Z"
+     "end_time": "2025-12-01T19:17:05.550276Z",
+     "start_time": "2025-12-01T19:17:02.609485Z"
     }
    },
    "source": [
@@ -125,7 +125,7 @@
      ]
     }
    ],
-   "execution_count": 12
+   "execution_count": 52
   },
   {
    "cell_type": "markdown",
@@ -138,8 +138,8 @@
    "cell_type": "code",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-11-08T15:29:48.854231Z",
-     "start_time": "2025-11-08T15:29:48.851318Z"
+     "end_time": "2025-12-01T19:17:05.587757Z",
+     "start_time": "2025-12-01T19:17:05.582930Z"
     }
    },
    "source": [
@@ -166,7 +166,7 @@
      ]
     }
    ],
-   "execution_count": 13
+   "execution_count": 53
   },
   {
    "cell_type": "markdown",
@@ -179,8 +179,8 @@
    "cell_type": "code",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-11-08T15:29:48.963742Z",
-     "start_time": "2025-11-08T15:29:48.885452Z"
+     "end_time": "2025-12-01T19:17:05.819345Z",
+     "start_time": "2025-12-01T19:17:05.681228Z"
     }
    },
    "source": [
@@ -222,7 +222,7 @@
      "output_type": "display_data"
     }
    ],
-   "execution_count": 14
+   "execution_count": 54
   },
   {
    "cell_type": "markdown",
@@ -233,8 +233,8 @@
    "cell_type": "code",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-11-08T15:29:51.666629Z",
-     "start_time": "2025-11-08T15:29:48.993157Z"
+     "end_time": "2025-12-01T19:17:08.640595Z",
+     "start_time": "2025-12-01T19:17:05.861129Z"
     }
    },
    "source": [
@@ -272,7 +272,7 @@
      ]
     }
    ],
-   "execution_count": 15
+   "execution_count": 55
   },
   {
    "cell_type": "markdown",
@@ -285,8 +285,8 @@
    "cell_type": "code",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2025-11-08T15:29:51.954761Z",
-     "start_time": "2025-11-08T15:29:51.710920Z"
+     "end_time": "2025-12-01T19:17:09.195279Z",
+     "start_time": "2025-12-01T19:17:08.692039Z"
     }
    },
    "source": [
@@ -355,7 +355,7 @@
      "output_type": "display_data"
     }
    ],
-   "execution_count": 16
+   "execution_count": 56
   },
   {
    "cell_type": "markdown",