diff --git a/_images/notebooks_paste3_dataset_15_1.png b/_images/notebooks_paste3_dataset_15_1.png index 54169d1..817beea 100644 Binary files a/_images/notebooks_paste3_dataset_15_1.png and b/_images/notebooks_paste3_dataset_15_1.png differ diff --git a/_images/notebooks_paste3_dataset_15_2.png b/_images/notebooks_paste3_dataset_15_2.png index 6c99b4a..dfcb71b 100644 Binary files a/_images/notebooks_paste3_dataset_15_2.png and b/_images/notebooks_paste3_dataset_15_2.png differ diff --git a/notebooks/paste2_tutorial.html b/notebooks/paste2_tutorial.html index aca90bf..32bb76f 100644 --- a/notebooks/paste2_tutorial.html +++ b/notebooks/paste2_tutorial.html @@ -745,7 +745,7 @@
-(INFO) (paste.py) (02-Dec-24 16:36:02) GPU is not available, resorting to torch CPU.
+(INFO) (paste.py) (02-Dec-24 20:53:04) GPU is not available, resorting to torch CPU.
-(INFO) (paste.py) (02-Dec-24 16:37:56) GPU is not available, resorting to torch CPU.
+(INFO) (paste.py) (02-Dec-24 20:54:57) GPU is not available, resorting to torch CPU.
-(INFO) (paste.py) (02-Dec-24 16:39:45) GPU is not available, resorting to torch CPU.
+(INFO) (paste.py) (02-Dec-24 20:56:44) GPU is not available, resorting to torch CPU.
Let’s check the shape of each alignment matrix. For aligning a slice with n1 spots and a slice with n2 spots, the alignment matrix should be of shape (n1 * n2)
diff --git a/notebooks/paste2_tutorial.ipynb b/notebooks/paste2_tutorial.ipynb index 8637044..c00f1e7 100644 --- a/notebooks/paste2_tutorial.ipynb +++ b/notebooks/paste2_tutorial.ipynb @@ -6,10 +6,10 @@ "id": "56e5cd44", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:35:57.105061Z", - "iopub.status.busy": "2024-12-02T16:35:57.104864Z", - "iopub.status.idle": "2024-12-02T16:36:00.056201Z", - "shell.execute_reply": "2024-12-02T16:36:00.055532Z" + "iopub.execute_input": "2024-12-02T20:52:59.214616Z", + "iopub.status.busy": "2024-12-02T20:52:59.214172Z", + "iopub.status.idle": "2024-12-02T20:53:02.104427Z", + "shell.execute_reply": "2024-12-02T20:53:02.103790Z" } }, "outputs": [], @@ -37,10 +37,10 @@ "id": "603868f2", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:36:00.058766Z", - "iopub.status.busy": "2024-12-02T16:36:00.058399Z", - "iopub.status.idle": "2024-12-02T16:36:00.304635Z", - "shell.execute_reply": "2024-12-02T16:36:00.304077Z" + "iopub.execute_input": "2024-12-02T20:53:02.106830Z", + "iopub.status.busy": "2024-12-02T20:53:02.106346Z", + "iopub.status.idle": "2024-12-02T20:53:02.342480Z", + "shell.execute_reply": "2024-12-02T20:53:02.341955Z" } }, "outputs": [], @@ -64,10 +64,10 @@ "id": "bda4d8de", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:36:00.306862Z", - "iopub.status.busy": "2024-12-02T16:36:00.306539Z", - "iopub.status.idle": "2024-12-02T16:36:00.864025Z", - "shell.execute_reply": "2024-12-02T16:36:00.863402Z" + "iopub.execute_input": "2024-12-02T20:53:02.344685Z", + "iopub.status.busy": "2024-12-02T20:53:02.344355Z", + "iopub.status.idle": "2024-12-02T20:53:03.011034Z", + "shell.execute_reply": "2024-12-02T20:53:03.010564Z" } }, "outputs": [], @@ -96,10 +96,10 @@ "id": "d5a29610", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:36:00.866312Z", - "iopub.status.busy": "2024-12-02T16:36:00.865998Z", - "iopub.status.idle": "2024-12-02T16:36:00.872116Z", - "shell.execute_reply": "2024-12-02T16:36:00.871512Z" + "iopub.execute_input": "2024-12-02T20:53:03.013376Z", + "iopub.status.busy": "2024-12-02T20:53:03.012976Z", + "iopub.status.idle": "2024-12-02T20:53:03.018647Z", + "shell.execute_reply": "2024-12-02T20:53:03.018157Z" } }, "outputs": [ @@ -125,10 +125,10 @@ "id": "41776ad1", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:36:00.874064Z", - "iopub.status.busy": "2024-12-02T16:36:00.873749Z", - "iopub.status.idle": "2024-12-02T16:36:00.878039Z", - "shell.execute_reply": "2024-12-02T16:36:00.877478Z" + "iopub.execute_input": "2024-12-02T20:53:03.020337Z", + "iopub.status.busy": "2024-12-02T20:53:03.020199Z", + "iopub.status.idle": "2024-12-02T20:53:03.024276Z", + "shell.execute_reply": "2024-12-02T20:53:03.023839Z" } }, "outputs": [ @@ -167,10 +167,10 @@ "id": "6e04f35a", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:36:00.880112Z", - "iopub.status.busy": "2024-12-02T16:36:00.879806Z", - "iopub.status.idle": "2024-12-02T16:36:00.899708Z", - "shell.execute_reply": "2024-12-02T16:36:00.899156Z" + "iopub.execute_input": "2024-12-02T20:53:03.026106Z", + "iopub.status.busy": "2024-12-02T20:53:03.025802Z", + "iopub.status.idle": "2024-12-02T20:53:03.044893Z", + "shell.execute_reply": "2024-12-02T20:53:03.044366Z" } }, "outputs": [ @@ -598,10 +598,10 @@ "id": "5e11e5e7", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:36:00.901651Z", - "iopub.status.busy": "2024-12-02T16:36:00.901342Z", - "iopub.status.idle": "2024-12-02T16:36:00.913713Z", - "shell.execute_reply": "2024-12-02T16:36:00.913249Z" + "iopub.execute_input": "2024-12-02T20:53:03.046708Z", + "iopub.status.busy": "2024-12-02T20:53:03.046380Z", + "iopub.status.idle": "2024-12-02T20:53:03.058424Z", + "shell.execute_reply": "2024-12-02T20:53:03.057833Z" } }, "outputs": [ @@ -853,10 +853,10 @@ "id": "2d937bd4", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:36:00.915558Z", - "iopub.status.busy": "2024-12-02T16:36:00.915417Z", - "iopub.status.idle": "2024-12-02T16:36:02.403680Z", - "shell.execute_reply": "2024-12-02T16:36:02.403117Z" + "iopub.execute_input": "2024-12-02T20:53:03.060444Z", + "iopub.status.busy": "2024-12-02T20:53:03.060096Z", + "iopub.status.idle": "2024-12-02T20:53:04.498188Z", + "shell.execute_reply": "2024-12-02T20:53:04.497547Z" } }, "outputs": [ @@ -928,10 +928,10 @@ "id": "c1d136f0", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:36:02.407072Z", - "iopub.status.busy": "2024-12-02T16:36:02.406200Z", - "iopub.status.idle": "2024-12-02T16:37:56.197130Z", - "shell.execute_reply": "2024-12-02T16:37:56.196519Z" + "iopub.execute_input": "2024-12-02T20:53:04.500765Z", + "iopub.status.busy": "2024-12-02T20:53:04.500265Z", + "iopub.status.idle": "2024-12-02T20:54:57.143384Z", + "shell.execute_reply": "2024-12-02T20:54:57.142898Z" } }, "outputs": [ @@ -939,7 +939,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "(INFO) (paste.py) (02-Dec-24 16:36:02) GPU is not available, resorting to torch CPU.\n" + "(INFO) (paste.py) (02-Dec-24 20:53:04) GPU is not available, resorting to torch CPU.\n" ] } ], @@ -953,10 +953,10 @@ "id": "3e6a6ae1", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:37:56.199276Z", - "iopub.status.busy": "2024-12-02T16:37:56.199130Z", - "iopub.status.idle": "2024-12-02T16:39:45.195323Z", - "shell.execute_reply": "2024-12-02T16:39:45.194697Z" + "iopub.execute_input": "2024-12-02T20:54:57.145385Z", + "iopub.status.busy": "2024-12-02T20:54:57.145240Z", + "iopub.status.idle": "2024-12-02T20:56:44.658353Z", + "shell.execute_reply": "2024-12-02T20:56:44.657881Z" } }, "outputs": [ @@ -964,7 +964,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "(INFO) (paste.py) (02-Dec-24 16:37:56) GPU is not available, resorting to torch CPU.\n" + "(INFO) (paste.py) (02-Dec-24 20:54:57) GPU is not available, resorting to torch CPU.\n" ] } ], @@ -978,10 +978,10 @@ "id": "b582c420", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:39:45.197319Z", - "iopub.status.busy": "2024-12-02T16:39:45.197178Z", - "iopub.status.idle": "2024-12-02T16:41:25.997135Z", - "shell.execute_reply": "2024-12-02T16:41:25.996638Z" + "iopub.execute_input": "2024-12-02T20:56:44.660448Z", + "iopub.status.busy": "2024-12-02T20:56:44.660091Z", + "iopub.status.idle": "2024-12-02T20:58:24.481151Z", + "shell.execute_reply": "2024-12-02T20:58:24.480569Z" } }, "outputs": [ @@ -989,7 +989,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "(INFO) (paste.py) (02-Dec-24 16:39:45) GPU is not available, resorting to torch CPU.\n" + "(INFO) (paste.py) (02-Dec-24 20:56:44) GPU is not available, resorting to torch CPU.\n" ] } ], @@ -1011,10 +1011,10 @@ "id": "058bd830", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:41:25.999338Z", - "iopub.status.busy": "2024-12-02T16:41:25.998996Z", - "iopub.status.idle": "2024-12-02T16:41:26.002493Z", - "shell.execute_reply": "2024-12-02T16:41:26.002049Z" + "iopub.execute_input": "2024-12-02T20:58:24.483339Z", + "iopub.status.busy": "2024-12-02T20:58:24.483023Z", + "iopub.status.idle": "2024-12-02T20:58:24.486434Z", + "shell.execute_reply": "2024-12-02T20:58:24.485928Z" } }, "outputs": [ @@ -1050,10 +1050,10 @@ "id": "aa69f37f", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:41:26.004321Z", - "iopub.status.busy": "2024-12-02T16:41:26.004043Z", - "iopub.status.idle": "2024-12-02T16:41:26.982639Z", - "shell.execute_reply": "2024-12-02T16:41:26.981999Z" + "iopub.execute_input": "2024-12-02T20:58:24.488349Z", + "iopub.status.busy": "2024-12-02T20:58:24.487957Z", + "iopub.status.idle": "2024-12-02T20:58:25.463574Z", + "shell.execute_reply": "2024-12-02T20:58:25.462931Z" } }, "outputs": [ @@ -1172,10 +1172,10 @@ "id": "ba8ff201", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:41:26.991866Z", - "iopub.status.busy": "2024-12-02T16:41:26.991484Z", - "iopub.status.idle": "2024-12-02T16:41:27.098425Z", - "shell.execute_reply": "2024-12-02T16:41:27.097941Z" + "iopub.execute_input": "2024-12-02T20:58:25.471842Z", + "iopub.status.busy": "2024-12-02T20:58:25.471427Z", + "iopub.status.idle": "2024-12-02T20:58:25.572509Z", + "shell.execute_reply": "2024-12-02T20:58:25.571900Z" } }, "outputs": [], @@ -1200,10 +1200,10 @@ "id": "36ab1b6b", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:41:27.100712Z", - "iopub.status.busy": "2024-12-02T16:41:27.100372Z", - "iopub.status.idle": "2024-12-02T16:41:27.408709Z", - "shell.execute_reply": "2024-12-02T16:41:27.408088Z" + "iopub.execute_input": "2024-12-02T20:58:25.574627Z", + "iopub.status.busy": "2024-12-02T20:58:25.574343Z", + "iopub.status.idle": "2024-12-02T20:58:25.831323Z", + "shell.execute_reply": "2024-12-02T20:58:25.830771Z" } }, "outputs": [ @@ -1275,10 +1275,10 @@ "id": "388f5444", "metadata": { "execution": { - "iopub.execute_input": "2024-12-02T16:41:27.413287Z", - "iopub.status.busy": "2024-12-02T16:41:27.413127Z", - "iopub.status.idle": "2024-12-02T16:41:27.648967Z", - "shell.execute_reply": "2024-12-02T16:41:27.648401Z" + "iopub.execute_input": "2024-12-02T20:58:25.835762Z", + "iopub.status.busy": "2024-12-02T20:58:25.835418Z", + "iopub.status.idle": "2024-12-02T20:58:26.027905Z", + "shell.execute_reply": "2024-12-02T20:58:26.027364Z" } }, "outputs": [ diff --git a/notebooks/paste3_dataset.html b/notebooks/paste3_dataset.html index d278a1c..faeb8ed 100644 --- a/notebooks/paste3_dataset.html +++ b/notebooks/paste3_dataset.html @@ -141,7 +141,7 @@Slice
-<paste3.dataset.Slice at 0x7fc037fe2de0>
+<paste3.dataset.Slice at 0x7f6b13ca9c10>
An entire dataset can be rendered by typing the dataset variable name in a cell, which renders each slice in order.
@@ -180,7 +180,7 @@ Slice
-<paste3.dataset.AlignmentDataset at 0x7fc036e88140>
+<paste3.dataset.AlignmentDataset at 0x7f6b1446ba40>
@@ -206,92 +206,60 @@ Center Aligning a Dataset
-(INFO) (dataset.py) (02-Dec-24 16:41:38) Finding center slice
-(INFO) (paste.py) (02-Dec-24 16:41:38) GPU is not available, resorting to torch CPU.
-(INFO) (paste.py) (02-Dec-24 16:41:38) Solving Center Mapping NMF Problem.
-(INFO) (paste.py) (02-Dec-24 16:42:07) Iteration: 0
-(INFO) (paste.py) (02-Dec-24 16:42:07) Solving Pairwise Slice Alignment Problem.
-(INFO) (paste.py) (02-Dec-24 16:42:07) Slice 0
-(INFO) (paste.py) (02-Dec-24 16:42:08) Slice 1
-(INFO) (paste.py) (02-Dec-24 16:42:08) Slice 2
-(INFO) (paste.py) (02-Dec-24 16:42:09) center_ot done
-(INFO) (paste.py) (02-Dec-24 16:42:09) Solving Center Mapping NMF Problem.
-(INFO) (paste.py) (02-Dec-24 16:42:20) Objective -142.8287672095732 | Difference: 142.8287672095732
-(INFO) (paste.py) (02-Dec-24 16:42:20) Iteration: 1
-(INFO) (paste.py) (02-Dec-24 16:42:20) Solving Pairwise Slice Alignment Problem.
-(INFO) (paste.py) (02-Dec-24 16:42:20) Slice 0
-(INFO) (paste.py) (02-Dec-24 16:42:21) Slice 1
-(INFO) (paste.py) (02-Dec-24 16:42:21) Slice 2
-(INFO) (paste.py) (02-Dec-24 16:42:22) center_ot done
-(INFO) (paste.py) (02-Dec-24 16:42:22) Solving Center Mapping NMF Problem.
-(INFO) (paste.py) (02-Dec-24 16:42:33) Objective 0.8955001010788792 | Difference: 143.72426731065207
-(INFO) (paste.py) (02-Dec-24 16:42:33) Iteration: 2
-(INFO) (paste.py) (02-Dec-24 16:42:33) Solving Pairwise Slice Alignment Problem.
-(INFO) (paste.py) (02-Dec-24 16:42:33) Slice 0
-(INFO) (paste.py) (02-Dec-24 16:42:34) Slice 1
-(INFO) (paste.py) (02-Dec-24 16:42:34) Slice 2
-(INFO) (paste.py) (02-Dec-24 16:42:35) center_ot done
-(INFO) (paste.py) (02-Dec-24 16:42:35) Solving Center Mapping NMF Problem.
-(INFO) (paste.py) (02-Dec-24 16:42:46) Objective 0.9024531169389495 | Difference: 0.006953015860070244
-(INFO) (paste.py) (02-Dec-24 16:42:46) Iteration: 3
-(INFO) (paste.py) (02-Dec-24 16:42:46) Solving Pairwise Slice Alignment Problem.
-(INFO) (paste.py) (02-Dec-24 16:42:46) Slice 0
-(INFO) (paste.py) (02-Dec-24 16:42:47) Slice 1
-(INFO) (paste.py) (02-Dec-24 16:42:48) Slice 2
-(INFO) (paste.py) (02-Dec-24 16:42:48) center_ot done
-(INFO) (paste.py) (02-Dec-24 16:42:48) Solving Center Mapping NMF Problem.
-(INFO) (paste.py) (02-Dec-24 16:43:00) Objective 0.905137929278293 | Difference: 0.0026848123393434786
-(INFO) (paste.py) (02-Dec-24 16:43:00) Iteration: 4
-(INFO) (paste.py) (02-Dec-24 16:43:00) Solving Pairwise Slice Alignment Problem.
-(INFO) (paste.py) (02-Dec-24 16:43:00) Slice 0
-(INFO) (paste.py) (02-Dec-24 16:43:01) Slice 1
-(INFO) (paste.py) (02-Dec-24 16:43:01) Slice 2
-(INFO) (paste.py) (02-Dec-24 16:43:02) center_ot done
-(INFO) (paste.py) (02-Dec-24 16:43:02) Solving Center Mapping NMF Problem.
-(INFO) (paste.py) (02-Dec-24 16:43:12) Objective 0.9062123324417504 | Difference: 0.0010744031634574158
-(INFO) (paste.py) (02-Dec-24 16:43:12) Iteration: 5
-(INFO) (paste.py) (02-Dec-24 16:43:12) Solving Pairwise Slice Alignment Problem.
-(INFO) (paste.py) (02-Dec-24 16:43:12) Slice 0
-(INFO) (paste.py) (02-Dec-24 16:43:12) Slice 1
-(INFO) (paste.py) (02-Dec-24 16:43:13) Slice 2
-(INFO) (paste.py) (02-Dec-24 16:43:13) center_ot done
-(INFO) (paste.py) (02-Dec-24 16:43:13) Solving Center Mapping NMF Problem.
-(INFO) (paste.py) (02-Dec-24 16:43:24) Objective 0.9011799762275122 | Difference: 0.005032356214238143
-(INFO) (paste.py) (02-Dec-24 16:43:24) Iteration: 6
-(INFO) (paste.py) (02-Dec-24 16:43:24) Solving Pairwise Slice Alignment Problem.
-(INFO) (paste.py) (02-Dec-24 16:43:24) Slice 0
-(INFO) (paste.py) (02-Dec-24 16:43:25) Slice 1
-(INFO) (paste.py) (02-Dec-24 16:43:25) Slice 2
-(INFO) (paste.py) (02-Dec-24 16:43:26) center_ot done
-(INFO) (paste.py) (02-Dec-24 16:43:26) Solving Center Mapping NMF Problem.
-(INFO) (paste.py) (02-Dec-24 16:43:39) Objective 0.9053711984663473 | Difference: 0.004191222238835057
-(INFO) (paste.py) (02-Dec-24 16:43:39) Iteration: 7
-(INFO) (paste.py) (02-Dec-24 16:43:39) Solving Pairwise Slice Alignment Problem.
-(INFO) (paste.py) (02-Dec-24 16:43:39) Slice 0
-(INFO) (paste.py) (02-Dec-24 16:43:39) Slice 1
-(INFO) (paste.py) (02-Dec-24 16:43:39) Slice 2
-(INFO) (paste.py) (02-Dec-24 16:43:40) center_ot done
-(INFO) (paste.py) (02-Dec-24 16:43:40) Solving Center Mapping NMF Problem.
-(INFO) (paste.py) (02-Dec-24 16:43:51) Objective 0.8996388811370117 | Difference: 0.005732317329335546
-(INFO) (paste.py) (02-Dec-24 16:43:51) Iteration: 8
-(INFO) (paste.py) (02-Dec-24 16:43:51) Solving Pairwise Slice Alignment Problem.
-(INFO) (paste.py) (02-Dec-24 16:43:51) Slice 0
-(INFO) (paste.py) (02-Dec-24 16:43:52) Slice 1
-(INFO) (paste.py) (02-Dec-24 16:43:52) Slice 2
-(INFO) (paste.py) (02-Dec-24 16:43:53) center_ot done
-(INFO) (paste.py) (02-Dec-24 16:43:53) Solving Center Mapping NMF Problem.
-(INFO) (paste.py) (02-Dec-24 16:44:05) Objective 0.904934123367694 | Difference: 0.005295242230682229
-(INFO) (paste.py) (02-Dec-24 16:44:05) Iteration: 9
-(INFO) (paste.py) (02-Dec-24 16:44:05) Solving Pairwise Slice Alignment Problem.
-(INFO) (paste.py) (02-Dec-24 16:44:05) Slice 0
-(INFO) (paste.py) (02-Dec-24 16:44:06) Slice 1
-(INFO) (paste.py) (02-Dec-24 16:44:06) Slice 2
-(INFO) (paste.py) (02-Dec-24 16:44:06) center_ot done
-(INFO) (paste.py) (02-Dec-24 16:44:06) Solving Center Mapping NMF Problem.
-(INFO) (paste.py) (02-Dec-24 16:44:18) Objective 0.898750796402122 | Difference: 0.006183326965572
-(INFO) (paste.py) (02-Dec-24 16:44:19) Center slice computed.
-(INFO) (dataset.py) (02-Dec-24 16:44:19) Center aligning
-(INFO) (dataset.py) (02-Dec-24 16:44:19) Stacking slices around center slice
+(INFO) (dataset.py) (02-Dec-24 20:58:37) Finding center slice
+(INFO) (paste.py) (02-Dec-24 20:58:37) GPU is not available, resorting to torch CPU.
+(INFO) (paste.py) (02-Dec-24 20:58:37) Solving Center Mapping NMF Problem.
+(INFO) (paste.py) (02-Dec-24 20:59:06) Iteration: 0
+(INFO) (paste.py) (02-Dec-24 20:59:06) Solving Pairwise Slice Alignment Problem.
+(INFO) (paste.py) (02-Dec-24 20:59:06) Slice 0
+(INFO) (paste.py) (02-Dec-24 20:59:07) Slice 1
+(INFO) (paste.py) (02-Dec-24 20:59:08) Slice 2
+(INFO) (paste.py) (02-Dec-24 20:59:08) center_ot done
+(INFO) (paste.py) (02-Dec-24 20:59:08) Solving Center Mapping NMF Problem.
+(INFO) (paste.py) (02-Dec-24 20:59:18) Objective -142.82592871758118 | Difference: 142.82592871758118
+(INFO) (paste.py) (02-Dec-24 20:59:18) Iteration: 1
+(INFO) (paste.py) (02-Dec-24 20:59:18) Solving Pairwise Slice Alignment Problem.
+(INFO) (paste.py) (02-Dec-24 20:59:18) Slice 0
+(INFO) (paste.py) (02-Dec-24 20:59:19) Slice 1
+(INFO) (paste.py) (02-Dec-24 20:59:19) Slice 2
+(INFO) (paste.py) (02-Dec-24 20:59:19) center_ot done
+(INFO) (paste.py) (02-Dec-24 20:59:19) Solving Center Mapping NMF Problem.
+(INFO) (paste.py) (02-Dec-24 20:59:29) Objective 0.8935138090441825 | Difference: 143.71944252662536
+(INFO) (paste.py) (02-Dec-24 20:59:29) Iteration: 2
+(INFO) (paste.py) (02-Dec-24 20:59:29) Solving Pairwise Slice Alignment Problem.
+(INFO) (paste.py) (02-Dec-24 20:59:29) Slice 0
+(INFO) (paste.py) (02-Dec-24 20:59:29) Slice 1
+(INFO) (paste.py) (02-Dec-24 20:59:30) Slice 2
+(INFO) (paste.py) (02-Dec-24 20:59:30) center_ot done
+(INFO) (paste.py) (02-Dec-24 20:59:30) Solving Center Mapping NMF Problem.
+(INFO) (paste.py) (02-Dec-24 20:59:40) Objective 0.9017575143409048 | Difference: 0.008243705296722248
+(INFO) (paste.py) (02-Dec-24 20:59:40) Iteration: 3
+(INFO) (paste.py) (02-Dec-24 20:59:40) Solving Pairwise Slice Alignment Problem.
+(INFO) (paste.py) (02-Dec-24 20:59:40) Slice 0
+(INFO) (paste.py) (02-Dec-24 20:59:41) Slice 1
+(INFO) (paste.py) (02-Dec-24 20:59:41) Slice 2
+(INFO) (paste.py) (02-Dec-24 20:59:41) center_ot done
+(INFO) (paste.py) (02-Dec-24 20:59:41) Solving Center Mapping NMF Problem.
+(INFO) (paste.py) (02-Dec-24 20:59:54) Objective 0.8999230145812556 | Difference: 0.0018344997596492219
+(INFO) (paste.py) (02-Dec-24 20:59:54) Iteration: 4
+(INFO) (paste.py) (02-Dec-24 20:59:54) Solving Pairwise Slice Alignment Problem.
+(INFO) (paste.py) (02-Dec-24 20:59:54) Slice 0
+(INFO) (paste.py) (02-Dec-24 20:59:54) Slice 1
+(INFO) (paste.py) (02-Dec-24 20:59:55) Slice 2
+(INFO) (paste.py) (02-Dec-24 20:59:55) center_ot done
+(INFO) (paste.py) (02-Dec-24 20:59:55) Solving Center Mapping NMF Problem.
+(INFO) (paste.py) (02-Dec-24 21:00:05) Objective 0.9014037986200132 | Difference: 0.001480784038757621
+(INFO) (paste.py) (02-Dec-24 21:00:05) Iteration: 5
+(INFO) (paste.py) (02-Dec-24 21:00:05) Solving Pairwise Slice Alignment Problem.
+(INFO) (paste.py) (02-Dec-24 21:00:05) Slice 0
+(INFO) (paste.py) (02-Dec-24 21:00:05) Slice 1
+(INFO) (paste.py) (02-Dec-24 21:00:05) Slice 2
+(INFO) (paste.py) (02-Dec-24 21:00:06) center_ot done
+(INFO) (paste.py) (02-Dec-24 21:00:06) Solving Center Mapping NMF Problem.
+(INFO) (paste.py) (02-Dec-24 21:00:16) Objective 0.9010126141705539 | Difference: 0.000391184449459292
+(INFO) (paste.py) (02-Dec-24 21:00:17) Center slice computed.
+(INFO) (dataset.py) (02-Dec-24 21:00:17) Center aligning
+(INFO) (dataset.py) (02-Dec-24 21:00:17) Stacking slices around center slice
We can render the center slice and the aligned dataset as usual.
@@ -316,7 +284,7 @@ Center Aligning a Dataset
-<paste3.dataset.Slice at 0x7fc0256f52b0>
+<paste3.dataset.Slice at 0x7f6b037eec00>
@@ -354,7 +322,7 @@ Center Aligning a Dataset
-<paste3.dataset.AlignmentDataset at 0x7fc02ca0adb0>
+<paste3.dataset.AlignmentDataset at 0x7f6b0da32ff0>
@@ -375,10 +343,10 @@ Pairwise aligning a Dataset
-(INFO) (dataset.py) (02-Dec-24 16:44:20) Finding Pi for slices 0 and 1
-(INFO) (paste.py) (02-Dec-24 16:44:20) GPU is not available, resorting to torch CPU.
-(INFO) (dataset.py) (02-Dec-24 16:44:22) Finding Pi for slices 1 and 2
-(INFO) (paste.py) (02-Dec-24 16:44:22) GPU is not available, resorting to torch CPU.
+(INFO) (dataset.py) (02-Dec-24 21:00:18) Finding Pi for slices 0 and 1
+(INFO) (paste.py) (02-Dec-24 21:00:18) GPU is not available, resorting to torch CPU.
+(INFO) (dataset.py) (02-Dec-24 21:00:20) Finding Pi for slices 1 and 2
+(INFO) (paste.py) (02-Dec-24 21:00:20) GPU is not available, resorting to torch CPU.
@@ -416,7 +384,7 @@ Pairwise aligning a Dataset
-<paste3.dataset.AlignmentDataset at 0x7fc02353ae70>
+<paste3.dataset.AlignmentDataset at 0x7f6b035b1d90>
diff --git a/notebooks/paste3_dataset.ipynb b/notebooks/paste3_dataset.ipynb
index 2a39b7c..242a654 100644
--- a/notebooks/paste3_dataset.ipynb
+++ b/notebooks/paste3_dataset.ipynb
@@ -28,10 +28,10 @@
"start_time": "2024-11-14T17:23:44.734901656Z"
},
"execution": {
- "iopub.execute_input": "2024-12-02T16:41:30.628850Z",
- "iopub.status.busy": "2024-12-02T16:41:30.628406Z",
- "iopub.status.idle": "2024-12-02T16:41:33.909048Z",
- "shell.execute_reply": "2024-12-02T16:41:33.908479Z"
+ "iopub.execute_input": "2024-12-02T20:58:29.058121Z",
+ "iopub.status.busy": "2024-12-02T20:58:29.057934Z",
+ "iopub.status.idle": "2024-12-02T20:58:32.188136Z",
+ "shell.execute_reply": "2024-12-02T20:58:32.187636Z"
}
},
"outputs": [],
@@ -64,10 +64,10 @@
"collapsed": false,
"editable": true,
"execution": {
- "iopub.execute_input": "2024-12-02T16:41:33.911100Z",
- "iopub.status.busy": "2024-12-02T16:41:33.910924Z",
- "iopub.status.idle": "2024-12-02T16:41:37.567293Z",
- "shell.execute_reply": "2024-12-02T16:41:37.566684Z"
+ "iopub.execute_input": "2024-12-02T20:58:32.190385Z",
+ "iopub.status.busy": "2024-12-02T20:58:32.190045Z",
+ "iopub.status.idle": "2024-12-02T20:58:35.958724Z",
+ "shell.execute_reply": "2024-12-02T20:58:35.958108Z"
},
"jupyter": {
"outputs_hidden": false
@@ -118,10 +118,10 @@
"id": "ab9f0325-ff80-4322-bd8d-a0e80920abce",
"metadata": {
"execution": {
- "iopub.execute_input": "2024-12-02T16:41:37.569676Z",
- "iopub.status.busy": "2024-12-02T16:41:37.569338Z",
- "iopub.status.idle": "2024-12-02T16:41:37.639621Z",
- "shell.execute_reply": "2024-12-02T16:41:37.639059Z"
+ "iopub.execute_input": "2024-12-02T20:58:35.960986Z",
+ "iopub.status.busy": "2024-12-02T20:58:35.960837Z",
+ "iopub.status.idle": "2024-12-02T20:58:36.029459Z",
+ "shell.execute_reply": "2024-12-02T20:58:36.028842Z"
}
},
"outputs": [],
@@ -143,10 +143,10 @@
"id": "96c22c2e-d50b-40bc-b9c8-7092274dfdb7",
"metadata": {
"execution": {
- "iopub.execute_input": "2024-12-02T16:41:37.641970Z",
- "iopub.status.busy": "2024-12-02T16:41:37.641635Z",
- "iopub.status.idle": "2024-12-02T16:41:38.096656Z",
- "shell.execute_reply": "2024-12-02T16:41:38.096186Z"
+ "iopub.execute_input": "2024-12-02T20:58:36.031551Z",
+ "iopub.status.busy": "2024-12-02T20:58:36.031402Z",
+ "iopub.status.idle": "2024-12-02T20:58:36.469572Z",
+ "shell.execute_reply": "2024-12-02T20:58:36.468981Z"
}
},
"outputs": [
@@ -163,7 +163,7 @@
{
"data": {
"text/plain": [
- ""
+ ""
]
},
"execution_count": 4,
@@ -189,10 +189,10 @@
"id": "89a94821-197c-4fe4-b042-fcecca8355dd",
"metadata": {
"execution": {
- "iopub.execute_input": "2024-12-02T16:41:38.098710Z",
- "iopub.status.busy": "2024-12-02T16:41:38.098387Z",
- "iopub.status.idle": "2024-12-02T16:41:38.957513Z",
- "shell.execute_reply": "2024-12-02T16:41:38.957055Z"
+ "iopub.execute_input": "2024-12-02T20:58:36.471510Z",
+ "iopub.status.busy": "2024-12-02T20:58:36.471200Z",
+ "iopub.status.idle": "2024-12-02T20:58:37.227675Z",
+ "shell.execute_reply": "2024-12-02T20:58:37.227077Z"
}
},
"outputs": [
@@ -229,7 +229,7 @@
{
"data": {
"text/plain": [
- ""
+ ""
]
},
"execution_count": 5,
@@ -264,10 +264,10 @@
"id": "3d5fba70-a7e8-4924-8268-d3bdd8741e23",
"metadata": {
"execution": {
- "iopub.execute_input": "2024-12-02T16:41:38.959630Z",
- "iopub.status.busy": "2024-12-02T16:41:38.959300Z",
- "iopub.status.idle": "2024-12-02T16:44:19.319777Z",
- "shell.execute_reply": "2024-12-02T16:44:19.319273Z"
+ "iopub.execute_input": "2024-12-02T20:58:37.229835Z",
+ "iopub.status.busy": "2024-12-02T20:58:37.229481Z",
+ "iopub.status.idle": "2024-12-02T21:00:17.349325Z",
+ "shell.execute_reply": "2024-12-02T21:00:17.348798Z"
}
},
"outputs": [
@@ -275,602 +275,378 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (dataset.py) (02-Dec-24 16:41:38) Finding center slice\n"
+ "(INFO) (dataset.py) (02-Dec-24 20:58:37) Finding center slice\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:41:38) GPU is not available, resorting to torch CPU.\n"
+ "(INFO) (paste.py) (02-Dec-24 20:58:37) GPU is not available, resorting to torch CPU.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:41:38) Solving Center Mapping NMF Problem.\n"
+ "(INFO) (paste.py) (02-Dec-24 20:58:37) Solving Center Mapping NMF Problem.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:07) Iteration: 0\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:06) Iteration: 0\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:07) Solving Pairwise Slice Alignment Problem.\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:06) Solving Pairwise Slice Alignment Problem.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:07) Slice 0\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:06) Slice 0\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:08) Slice 1\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:07) Slice 1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:08) Slice 2\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:08) Slice 2\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:09) center_ot done\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:08) center_ot done\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:09) Solving Center Mapping NMF Problem.\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:08) Solving Center Mapping NMF Problem.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:20) Objective -142.8287672095732 | Difference: 142.8287672095732\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:18) Objective -142.82592871758118 | Difference: 142.82592871758118\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:20) Iteration: 1\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:18) Iteration: 1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:20) Solving Pairwise Slice Alignment Problem.\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:18) Solving Pairwise Slice Alignment Problem.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:20) Slice 0\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:18) Slice 0\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:21) Slice 1\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:19) Slice 1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:21) Slice 2\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:19) Slice 2\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:22) center_ot done\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:19) center_ot done\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:22) Solving Center Mapping NMF Problem.\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:19) Solving Center Mapping NMF Problem.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:33) Objective 0.8955001010788792 | Difference: 143.72426731065207\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:29) Objective 0.8935138090441825 | Difference: 143.71944252662536\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:33) Iteration: 2\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:29) Iteration: 2\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:33) Solving Pairwise Slice Alignment Problem.\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:29) Solving Pairwise Slice Alignment Problem.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:33) Slice 0\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:29) Slice 0\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:34) Slice 1\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:29) Slice 1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:34) Slice 2\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:30) Slice 2\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:35) center_ot done\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:30) center_ot done\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:35) Solving Center Mapping NMF Problem.\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:30) Solving Center Mapping NMF Problem.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:46) Objective 0.9024531169389495 | Difference: 0.006953015860070244\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:40) Objective 0.9017575143409048 | Difference: 0.008243705296722248\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:46) Iteration: 3\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:40) Iteration: 3\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:46) Solving Pairwise Slice Alignment Problem.\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:40) Solving Pairwise Slice Alignment Problem.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:46) Slice 0\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:40) Slice 0\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:47) Slice 1\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:41) Slice 1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:48) Slice 2\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:41) Slice 2\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:48) center_ot done\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:41) center_ot done\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:42:48) Solving Center Mapping NMF Problem.\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:41) Solving Center Mapping NMF Problem.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:00) Objective 0.905137929278293 | Difference: 0.0026848123393434786\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:54) Objective 0.8999230145812556 | Difference: 0.0018344997596492219\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:00) Iteration: 4\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:54) Iteration: 4\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:00) Solving Pairwise Slice Alignment Problem.\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:54) Solving Pairwise Slice Alignment Problem.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:00) Slice 0\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:54) Slice 0\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:01) Slice 1\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:54) Slice 1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:01) Slice 2\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:55) Slice 2\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:02) center_ot done\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:55) center_ot done\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:02) Solving Center Mapping NMF Problem.\n"
+ "(INFO) (paste.py) (02-Dec-24 20:59:55) Solving Center Mapping NMF Problem.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:12) Objective 0.9062123324417504 | Difference: 0.0010744031634574158\n"
+ "(INFO) (paste.py) (02-Dec-24 21:00:05) Objective 0.9014037986200132 | Difference: 0.001480784038757621\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:12) Iteration: 5\n"
+ "(INFO) (paste.py) (02-Dec-24 21:00:05) Iteration: 5\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:12) Solving Pairwise Slice Alignment Problem.\n"
+ "(INFO) (paste.py) (02-Dec-24 21:00:05) Solving Pairwise Slice Alignment Problem.\n"
]
},
{
"name": "stdout",
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]
},
{
"name": "stdout",
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"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:12) Slice 1\n"
+ "(INFO) (paste.py) (02-Dec-24 21:00:05) Slice 1\n"
]
},
{
"name": "stdout",
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"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:13) Slice 2\n"
+ "(INFO) (paste.py) (02-Dec-24 21:00:05) Slice 2\n"
]
},
{
"name": "stdout",
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"text": [
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+ "(INFO) (paste.py) (02-Dec-24 21:00:06) center_ot done\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
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+ "(INFO) (paste.py) (02-Dec-24 21:00:06) Solving Center Mapping NMF Problem.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:24) Objective 0.9011799762275122 | Difference: 0.005032356214238143\n"
+ "(INFO) (paste.py) (02-Dec-24 21:00:16) Objective 0.9010126141705539 | Difference: 0.000391184449459292\n"
]
},
{
"name": "stdout",
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"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:24) Iteration: 6\n"
+ "(INFO) (paste.py) (02-Dec-24 21:00:17) Center slice computed.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "(INFO) (paste.py) (02-Dec-24 16:43:24) Solving Pairwise Slice Alignment Problem.\n"
+ "(INFO) (dataset.py) (02-Dec-24 21:00:17) Center aligning\n"
]
},
{
"name": "stdout",
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- ]
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- "output_type": "stream",
- "text": [
- "(INFO) (dataset.py) (02-Dec-24 16:44:19) Stacking slices around center slice\n"
+ "(INFO) (dataset.py) (02-Dec-24 21:00:17) Stacking slices around center slice\n"
]
}
],
@@ -893,10 +669,10 @@
"id": "b05c39a9-5aa5-4a2d-be75-8c52029ec0e5",
"metadata": {
"execution": {
- "iopub.execute_input": "2024-12-02T16:44:19.321997Z",
- "iopub.status.busy": "2024-12-02T16:44:19.321649Z",
- "iopub.status.idle": "2024-12-02T16:44:19.621289Z",
- "shell.execute_reply": "2024-12-02T16:44:19.620678Z"
+ "iopub.execute_input": "2024-12-02T21:00:17.351262Z",
+ "iopub.status.busy": "2024-12-02T21:00:17.351113Z",
+ "iopub.status.idle": "2024-12-02T21:00:17.637446Z",
+ "shell.execute_reply": "2024-12-02T21:00:17.636928Z"
}
},
"outputs": [
@@ -913,7 +689,7 @@
{
"data": {
"text/plain": [
- ""
+ ""
]
},
"execution_count": 7,
@@ -931,10 +707,10 @@
"id": "3937cdf5-fd86-487b-ac3b-a9c97da27815",
"metadata": {
"execution": {
- "iopub.execute_input": "2024-12-02T16:44:19.623189Z",
- "iopub.status.busy": "2024-12-02T16:44:19.623013Z",
- "iopub.status.idle": "2024-12-02T16:44:20.694874Z",
- "shell.execute_reply": "2024-12-02T16:44:20.694398Z"
+ "iopub.execute_input": "2024-12-02T21:00:17.639284Z",
+ "iopub.status.busy": "2024-12-02T21:00:17.638993Z",
+ "iopub.status.idle": "2024-12-02T21:00:18.656529Z",
+ "shell.execute_reply": "2024-12-02T21:00:18.656040Z"
}
},
"outputs": [
@@ -950,7 +726,7 @@
},
{
"data": {
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",
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",
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