├── .github ├── example.png ├── header.png └── workflows │ └── sphinx-update.yml ├── .gitignore ├── LICENSE ├── README.md ├── backprop ├── __init__.py ├── models │ ├── __init__.py │ ├── auto_model.py │ ├── clip │ │ ├── __init__.py │ │ ├── bpe_simple_vocab_16e6.txt.gz │ │ ├── clip.py │ │ ├── model.py │ │ ├── models_list.py │ │ ├── module.py │ │ └── simple_tokenizer.py │ ├── efficientnet │ │ ├── __init__.py │ │ ├── imagenet_labels.txt │ │ ├── model.py │ │ └── models_list.py │ ├── generic_models.py │ ├── hf_causallm_tg_model │ │ ├── __init__.py │ │ ├── model.py │ │ └── models_list.py │ ├── hf_nli_model │ │ ├── __init__.py │ │ ├── model.py │ │ └── models_list.py │ ├── hf_seq2seq_tg_model │ │ ├── __init__.py │ │ ├── model.py │ │ └── models_list.py │ ├── hf_seq_tc_model │ │ ├── __init__.py │ │ ├── model.py │ │ └── models_list.py │ ├── st_model │ │ ├── __init__.py │ │ ├── model.py │ │ └── models_list.py │ ├── t5 │ │ ├── __init__.py │ │ ├── model.py │ │ └── models_list.py │ └── t5_qa_summary_emotion │ │ ├── __init__.py │ │ ├── model.py │ │ └── models_list.py ├── tasks │ ├── __init__.py │ ├── base.py │ ├── emotion.py │ ├── image_classification.py │ ├── image_text_vectorisation.py │ ├── image_vectorisation.py │ ├── qa.py │ ├── summarisation.py │ ├── text_classification.py │ ├── text_generation.py │ └── text_vectorisation.py └── utils │ ├── __init__.py │ ├── datasets.py │ ├── download.py │ ├── functions.py │ ├── helpers.py │ ├── load.py │ ├── losses │ ├── __init__.py │ └── triplet_loss.py │ ├── samplers.py │ ├── save.py │ └── upload.py ├── docs ├── Makefile ├── make.bat └── source │ ├── Finetuning.rst │ ├── Models.rst │ ├── Quickstart.rst │ ├── T5-summary-qa-sentiment.rst │ ├── Tasks.rst │ ├── Utils.rst │ ├── _static │ ├── custom.css │ ├── custom.js │ └── icon-gradient.svg │ ├── _templates │ └── layout.html │ ├── _themes │ └── sphinx_rtd_theme │ │ ├── __init__.py │ │ ├── breadcrumbs.html │ │ ├── footer.html │ │ ├── layout.html │ │ ├── search.html │ │ ├── searchbox.html │ │ ├── static │ │ ├── css │ │ │ ├── badge_only.css │ │ │ ├── fonts │ │ │ │ ├── Roboto-Slab-Bold.woff │ │ │ │ ├── Roboto-Slab-Bold.woff2 │ │ │ │ ├── Roboto-Slab-Regular.woff │ │ │ │ ├── Roboto-Slab-Regular.woff2 │ │ │ │ ├── fontawesome-webfont.eot │ │ │ │ ├── fontawesome-webfont.svg │ │ │ │ ├── fontawesome-webfont.ttf │ │ │ │ ├── fontawesome-webfont.woff │ │ │ │ ├── fontawesome-webfont.woff2 │ │ │ │ ├── lato-bold-italic.woff │ │ │ │ ├── lato-bold-italic.woff2 │ │ │ │ ├── lato-bold.woff │ │ │ │ ├── lato-bold.woff2 │ │ │ │ ├── lato-normal-italic.woff │ │ │ │ ├── lato-normal-italic.woff2 │ │ │ │ ├── lato-normal.woff │ │ │ │ └── lato-normal.woff2 │ │ │ └── theme.css │ │ └── js │ │ │ ├── badge_only.js │ │ │ ├── html5shiv-printshiv.min.js │ │ │ ├── html5shiv.min.js │ │ │ └── theme.js │ │ ├── theme.conf │ │ └── versions.html │ ├── backprop.models.clip.rst │ ├── backprop.models.efficientnet.rst │ ├── backprop.models.hf_causallm_tg_model.rst │ ├── backprop.models.hf_nli_model.rst │ ├── backprop.models.hf_seq2seq_tg_model.rst │ ├── backprop.models.hf_seq_tc_model.rst │ ├── backprop.models.rst │ ├── backprop.models.st_model.rst │ ├── backprop.models.t5_qa_summary_emotion.rst │ ├── backprop.rst │ ├── backprop.tasks.rst │ ├── backprop.utils.losses.rst │ ├── backprop.utils.rst │ ├── conf.py │ ├── index.rst │ └── modules.rst ├── examples ├── Finetuning_GettingStarted.ipynb ├── Finetuning_ImageClassification.ipynb ├── Finetuning_TextClassification.ipynb ├── Finetuning_TextGeneration.ipynb ├── Finetuning_TextVectorisation.ipynb ├── ImageClassification.ipynb ├── ImageVectorisation.ipynb ├── Q&A.ipynb ├── Sentiment.ipynb ├── Summarisation.ipynb ├── TextClassification.ipynb ├── TextGeneration.ipynb ├── TextVectorisation.ipynb ├── assets │ ├── dashboard-models.png │ └── texttask.png ├── data │ ├── brain.jpeg │ └── german_shepherd.jpg └── use_cases │ ├── __init__.py │ ├── docs │ ├── __init__.py │ └── emails.py │ └── email_classifier.py ├── requirements.txt ├── setup.py └── tests ├── Dockerfile ├── __init__.py ├── data └── dog.png ├── docker-compose.yml └── test_tasks.py /.github/example.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/backprop-ai/backprop/HEAD/.github/example.png -------------------------------------------------------------------------------- /.github/header.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/backprop-ai/backprop/HEAD/.github/header.png -------------------------------------------------------------------------------- /.github/workflows/sphinx-update.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/backprop-ai/backprop/HEAD/.github/workflows/sphinx-update.yml -------------------------------------------------------------------------------- /.gitignore: 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