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@owahltinez
owahltinez / GEMINI.md
Created November 11, 2025 23:56
GEMINI.md

AGENTS.md

Scope: This file governs all development workflows.

Persona

Act as a senior, very experienced, software engineer who:

  • Loathes complexity
  • Doesn't trust user reports, validates all claims locally
@owahltinez
owahltinez / tfrecords_from_dataset_descriptor.py
Last active September 28, 2022 01:19
Processes a CSV file using AutoML's object detection format into tfrecords.
"""Processes a CSV file using AutoML's object detection format into tfrecords.
This script will accept a CSV file path or URL and write tfrecord files at the
provided output path. Example usage:
```
mkdir -p /tmp/salad_dataset
python tfrecords_from_dataset_descriptor.py \
--csv_path=gs://cloud-ml-data/img/openimage/csv/salads_ml_use.csv \
--output_path=/tmp/salad_dataset
```
@owahltinez
owahltinez / projector_config.json
Created July 25, 2022 06:55
{
"embeddings": [
{
"tensorName": "My tensor",
"tensorShape": [
1000,
50
],
"tensorPath": "https://gist.githubusercontent.com/owahltinez/eab8d4c2afc6966857fea7cbb5add900/raw/8bf1fd142644b1f1a7b139c9754e6ffbc130e33c/tensors.tsv",
"metadataPath": "https://gist.githubusercontent.com/owahltinez/3781ae090f317371103a72022916c173/raw/0bafaf1ff3e1934417b2d5a0704db077ce9d39d2/metadata.tsv"
@owahltinez
owahltinez / metadata.tsv
Created July 25, 2022 06:55
We can make this file beautiful and searchable if this error is corrected: No tabs found in this TSV file in line 0.
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@owahltinez
owahltinez / tensors.tsv
Created July 25, 2022 06:54
We can't make this file beautiful and searchable because it's too large.
-2.247926779091358185e-02 4.126220196485519409e-02 2.201553061604499817e-02 4.435282200574874878e-02 4.219446703791618347e-02 7.351647363975644112e-04 -1.420196741819381714e-01 3.519088402390480042e-02 7.742006331682205200e-02 1.293895300477743149e-02 7.603470981121063232e-02 -1.221615076065063477e-01 -2.842330746352672577e-02 -6.303963717073202133e-03 -3.483119606971740723e-02 2.308848127722740173e-02 8.119910210371017456e-02 1.293514519929885864e-01 1.212856918573379517e-01 -7.862001657485961914e-02 -1.989656686782836914e-01 -1.172609031200408936e-01 1.417047232389450073e-01 5.320393666625022888e-02 -4.523742944002151489e-02 -1.421208977699279785e-01 -1.612507738173007965e-02 -8.112639933824539185e-02 -1.910826005041599274e-02 1.615460962057113647e-01 -4.172783717513084412e-02 1.076077520847320557e-01 1.423008143901824951e-01 -9.967331588268280029e-02 -1.324560940265655518e-01 7.485345005989074707e-02 -1.712135504931211472e-03 -7.529520243406295776e-02 4.165450483560562134e-02 -3.049586899578571320e-02 -7.7
@owahltinez
owahltinez / az-list-files.py
Last active October 6, 2021 02:14
Recursively list all files in an Azure container using `az storage fs file list`
import json
import os
import sys
import time
def list_files(opts: str, marker: str = None) -> list:
fpath = f"/tmp/{int(1E9 * time.monotonic())}.json"
marker_opt = f'--marker "{marker}"' if marker else ""
os.system(f'az storage fs file list {opts} --show-next-marker {marker_opt} > "{fpath}"')
@owahltinez
owahltinez / opencovid-cities-1mm.csv
Created August 26, 2020 18:38
key city_wikidata city_name population
AD_02 Q24413 El Tarter 747
AE_AJ Q530171 Ajman 238119
AE_AZ Q1519 Abu Dhabi 1000000
AE_AZ Q234600 Al Ain 631005
AE_AZ Q234600 Al Ain 766936
AE_AZ Q12241857 Madinat Zayed 29095
AE_DU Q612 Dubai 2502715
AE_FU Q4045 Fujairah 93673
AE_RK Q2126436 Ras al-Khaimah 115949
@owahltinez
owahltinez / brazil_municipalities.csv
Created July 17, 2020 18:59
Municipalities of Brazil
key country_code country_name subregion1_code subregion1_name subregion2_code subregion2_name locality_code locality_name match_string aggregate_report_offset
BR_AC_1200013 BR Brazil AC Acre 1200013 Acrelândia
BR_AC_1200054 BR Brazil AC Acre 1200054 Assis Brasil
BR_AC_1200104 BR Brazil AC Acre 1200104 Brasiléia
BR_AC_1200138 BR Brazil AC Acre 1200138 Bujari
BR_AC_1200179 BR Brazil AC Acre 1200179 Capixaba
BR_AC_1200203 BR Brazil AC Acre 1200203 Cruzeiro do Sul
BR_AC_1200252 BR Brazil AC Acre 1200252 Epitaciolândia
BR_AC_1200302 BR Brazil AC Acre 1200302 Feijó
BR_AC_1200328 BR Brazil AC Acre 1200328 Jordão
@owahltinez
owahltinez / data_loading.ipynb
Created May 4, 2020 19:35
us_death_estimate.ipynb
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@owahltinez
owahltinez / core-principles-2.kt
Created August 27, 2019 13:22
// RECOMMENDED: Bind use cases to a lifecycle in a single call:
CameraX.bindToLifecycle(
this as LifecycleOwner, preview, imageCapture, imageAnalyzer)
// Do *NOT* bind your use cases like this
CameraX.bindToLifecycle(this as LifecycleOwner, preview)
CameraX.bindToLifecycle(this as LifecycleOwner, imageCapture)
CameraX.bindToLifecycle(this as LifecycleOwner, imageAnalyzer)