andras/great-ai
andras/great-ai
Watch
1
0
Fork
You've already forked great-ai
 0
Code Issues Pull requests 2 Projects Releases 4 Packages 1 Wiki Activity Actions

Rerender
All checks were successful
Publish documentation to great-ai.schmelczer.dev / publish (push) Successful in 1m10s
Details
Check / Lint, format & type checks (push) Successful in 1m55s
Details
Check / Test on Python 3.12 (push) Successful in 3m8s
Details
Check / Test on Python 3.13 (push) Successful in 2m32s
Details
Check / Notebooks on Python 3.12 (push) Successful in 8m49s
Details
Check / Notebooks on Python 3.13 (push) Successful in 7m53s
Details

Browse source
This commit is contained in:
Andras Schmelczer 2026-10-28 22:53:24 +00:00
commit cf61b38b45
1 changed files with 7062 additions and 267 deletions
Download patch file Download diff file Expand all files Collapse all files

150
docs/examples/simple/data.ipynb
View file

@ -35,9 +35,16 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 1,
"id": "a800dc4d",
"metadata": {},
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-28T22:47:31.221616Z",
"iopub.status.busy": "2026-10-28T22:47:31.221419Z",
"iopub.status.idle": "2026-10-28T22:47:31.227624Z",
"shell.execute_reply": "2026-10-28T22:47:31.226922Z"
}
},
"outputs": [],
"source": [
"from docs.notebook_support import DATA_DIR, FULL_RUN, mag_lines"
@ -47,7 +54,14 @@
"cell_type": "code",
"execution_count": 2,
"id": "cell-3",
"metadata": {},
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-28T22:47:31.229286Z",
"iopub.status.busy": "2026-10-28T22:47:31.229129Z",
"iopub.status.idle": "2026-10-28T22:47:31.231400Z",
"shell.execute_reply": "2026-10-28T22:47:31.230864Z"
}
},
"outputs": [],
"source": [
"PER_LABEL = None if FULL_RUN else 60"
@ -57,7 +71,14 @@
"cell_type": "code",
"execution_count": 3,
"id": "cell-4",
"metadata": {},
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-28T22:47:31.232556Z",
"iopub.status.busy": "2026-10-28T22:47:31.232454Z",
"iopub.status.idle": "2026-10-28T22:47:31.318875Z",
"shell.execute_reply": "2026-10-28T22:47:31.318472Z"
}
},
"outputs": [
{
"name": "stdout",
@ -90,7 +111,14 @@
"cell_type": "code",
"execution_count": 4,
"id": "cell-6",
"metadata": {},
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-28T22:47:31.319705Z",
"iopub.status.busy": "2026-10-28T22:47:31.319649Z",
"iopub.status.idle": "2026-10-28T22:47:32.655835Z",
"shell.execute_reply": "2026-10-28T22:47:32.655342Z"
}
},
"outputs": [],
"source": [
"from great_ai.utilities import clean\n",
@ -106,7 +134,14 @@
"cell_type": "code",
"execution_count": 5,
"id": "cell-7",
"metadata": {},
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-28T22:47:32.656875Z",
"iopub.status.busy": "2026-10-28T22:47:32.656706Z",
"iopub.status.idle": "2026-10-28T22:47:32.658407Z",
"shell.execute_reply": "2026-10-28T22:47:32.657982Z"
}
},
"outputs": [],
"source": [
"X, y = zip(*preprocessed_data) # X is the input, y is the expected output"
@ -129,8 +164,107 @@
"cell_type": "code",
"execution_count": 6,
"id": "cell-9",
"metadata": {},
"outputs": [],
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-28T22:47:32.659171Z",
"iopub.status.busy": "2026-10-28T22:47:32.659099Z",
"iopub.status.idle": "2026-10-28T22:47:32.670028Z",
"shell.execute_reply": "2026-10-28T22:47:32.669511Z"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;226mEnvironment variable ENVIRONMENT is not set, defaulting to development mode ‼️\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;226mCannot find credentials files, defaulting to using ParallelTinyDbDriver\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;226mThe selected tracing database (ParallelTinyDbDriver) is not recommended for production\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;226mCannot find credentials files, defaulting to using LargeFileLocal\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39mGreatAI (v0.1.11): configured ✅\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39m 🔩 tracing_database: ParallelTinyDbDriver\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39m 🔩 large_file_implementation: LargeFileLocal\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39m 🔩 is_production: False\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39m 🔩 should_log_exception_stack: True\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39m 🔩 prediction_cache_size: 512\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;39m 🔩 dashboard_table_size: 50\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;226mYou still need to check whether you follow all best practices before trusting your deployment.\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[38;5;226m> Find out more at https://se-ml.github.io/practices\u001b[0m\n"
]
}
],
"source": [
"import random\n",
"from great_ai import add_ground_truth, delete_ground_truth\n",