workflowredo 1.0.1

All-in-one AI workflow toolkit: encode images/text/video/files to IDs, training & tokenizer helpers, and 1000+ utility scripts for continual AI development.

workflowredo 1.0.1

Library Python all-in-one untuk mempermudah membangun AI berkelanjutan.

Instalasi

pip install workflowredo

Otomatis menginstall: tensorflow, tokenizers, numpy, pandas, torch, seaborn, scikit-learn, scipy, jupyter, notebook, tqdm, requests, pillow, opencv-python, nltk, spacy, sentencepiece.

Fitur Utama

• image_to_id(path) – encode gambar menjadi ID unik + vector embedding.
• text_to_id(text) – encode kata/kalimat menjadi token ID.
• file_to_id(path) – encode video, zip, pdf, atau file apa pun menjadi ID.
• Trainer – helper training PyTorch / TensorFlow.
• Tokenizer – wrapper tokenizer cepat.
• tensorflow_helpers – util untuk model TF.
• 1000+ script utility di dalam workflowredo.scripts untuk mempermudah pembuatan AI berkelanjutan (data loading, augmentasi, evaluasi, dll).

Contoh

import workflowredo as wr

img_id   = wr.image_to_id("foto.jpg")
text_id  = wr.text_to_id("halo dunia")
file_id  = wr.file_to_id("video.mp4")

trainer = wr.Trainer(model, dataset)
trainer.fit(epochs=3)