adding self.intrinsic_dim to BID class

Author: acevedo-s

dadapy/hamming.py

@@ -448,6 +448,7 @@ def __init__(
         self.export_results = export_results
         self.export_logKLs = export_logKLs
         self.L = L
+        self.intrinsic_dim = self.d0
 
         self.key0 = random.PRNGKey(self.seed)
         self.optfolder0 = optfolder0
@@ -605,6 +606,7 @@ def computeBID(
         self.d1 = self.Op.d1.item()
         self.logKL = jnp.log(self.Op.KL).item()
         self.Pmodel = np.array(self.Op.Pmodel)
+        self.intrinsic_dim = self.d0
 
     def load_results(
         self,

examples/notebook_hamming.ipynb

@@ -72,7 +72,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -91,7 +91,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -105,7 +105,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -152,7 +152,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -166,7 +166,9 @@
       "B.d0=99.57444692619558\n",
       "B.d1=0.008277386221249374\n",
       "B.logKL=-10.85470780641487\n",
-      "B.rmax=76\n"
+      "B.rmax=76\n",
+      "\n",
+      " B.intrinsic_dim=99.57444692619558\n"
      ]
     }
    ],
@@ -199,7 +201,10 @@
     "print(f'{B.d0=}')\n",
     "print(f'{B.d1=}')\n",
     "print(f'{B.logKL=}')\n",
-    "print(f'{B.rmax=}')"
+    "print(f'{B.rmax=}')\n",
+    "\n",
+    "# Note that B.intrinsic_dim is another alias for B.d0\n",
+    "print(f'\\n {B.intrinsic_dim=}')"
    ]
   },
   {