├── .flake8 ├── .gitignore ├── .pre-commit-config.yaml ├── .prettierrc.yaml ├── MANIFEST.in ├── README.md ├── configs ├── bivariate.json ├── univariate-base-encoding.json ├── univariate-no-constants.json └── univariate.json ├── notebooks └── symformer-playground.ipynb ├── requirements.txt └── symformer ├── __init__.py ├── __main__.py ├── assets └── benchmarks.csv ├── dataset ├── __init__.py ├── dataset.py ├── tokenizers.py ├── utils │ ├── __init__.py │ ├── _common.py │ ├── expression.py │ ├── sympy_functions.py │ └── tree.py └── visualize_dataset.py ├── evaluate.py ├── evaluate_benchmark.py ├── generate_video.py ├── model ├── __init__.py ├── attention.py ├── base.py ├── callback_metrics.py ├── callbacks.py ├── config.py ├── decoder_layers.py ├── encoder_layers.py ├── input_regularizers.py ├── metrics.py ├── model.py ├── runner.py ├── schedules.py └── utils │ ├── __init__.py │ ├── const_improver.py │ ├── convertor.py │ └── decoding.py ├── predict.py ├── train.py ├── training ├── __init__.py ├── callbacks.py └── datasets.py └── utils.py /.flake8: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/.flake8 -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/.gitignore -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/.pre-commit-config.yaml -------------------------------------------------------------------------------- /.prettierrc.yaml: -------------------------------------------------------------------------------- 1 | proseWrap: always 2 | printWidth: 120 3 | -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- 1 | symformer/assets/* 2 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/README.md -------------------------------------------------------------------------------- /configs/bivariate.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/configs/bivariate.json -------------------------------------------------------------------------------- /configs/univariate-base-encoding.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/configs/univariate-base-encoding.json -------------------------------------------------------------------------------- /configs/univariate-no-constants.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/configs/univariate-no-constants.json -------------------------------------------------------------------------------- /configs/univariate.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/configs/univariate.json -------------------------------------------------------------------------------- /notebooks/symformer-playground.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/notebooks/symformer-playground.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/requirements.txt -------------------------------------------------------------------------------- /symformer/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /symformer/__main__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/__main__.py -------------------------------------------------------------------------------- /symformer/assets/benchmarks.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/assets/benchmarks.csv -------------------------------------------------------------------------------- /symformer/dataset/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /symformer/dataset/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/dataset/dataset.py -------------------------------------------------------------------------------- /symformer/dataset/tokenizers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/dataset/tokenizers.py -------------------------------------------------------------------------------- /symformer/dataset/utils/__init__.py: -------------------------------------------------------------------------------- 1 | from ._common import * # noqa: F401,F403 2 | -------------------------------------------------------------------------------- /symformer/dataset/utils/_common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/dataset/utils/_common.py -------------------------------------------------------------------------------- /symformer/dataset/utils/expression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/dataset/utils/expression.py -------------------------------------------------------------------------------- /symformer/dataset/utils/sympy_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/dataset/utils/sympy_functions.py -------------------------------------------------------------------------------- /symformer/dataset/utils/tree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/dataset/utils/tree.py -------------------------------------------------------------------------------- /symformer/dataset/visualize_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/dataset/visualize_dataset.py -------------------------------------------------------------------------------- /symformer/evaluate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/evaluate.py -------------------------------------------------------------------------------- /symformer/evaluate_benchmark.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/evaluate_benchmark.py -------------------------------------------------------------------------------- /symformer/generate_video.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/generate_video.py -------------------------------------------------------------------------------- /symformer/model/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /symformer/model/attention.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/model/attention.py -------------------------------------------------------------------------------- /symformer/model/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/model/base.py -------------------------------------------------------------------------------- /symformer/model/callback_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/model/callback_metrics.py -------------------------------------------------------------------------------- /symformer/model/callbacks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/model/callbacks.py -------------------------------------------------------------------------------- /symformer/model/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/model/config.py -------------------------------------------------------------------------------- /symformer/model/decoder_layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/model/decoder_layers.py -------------------------------------------------------------------------------- /symformer/model/encoder_layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/model/encoder_layers.py -------------------------------------------------------------------------------- /symformer/model/input_regularizers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/model/input_regularizers.py -------------------------------------------------------------------------------- /symformer/model/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/model/metrics.py -------------------------------------------------------------------------------- /symformer/model/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/model/model.py -------------------------------------------------------------------------------- /symformer/model/runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/model/runner.py -------------------------------------------------------------------------------- /symformer/model/schedules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/model/schedules.py -------------------------------------------------------------------------------- /symformer/model/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /symformer/model/utils/const_improver.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/model/utils/const_improver.py -------------------------------------------------------------------------------- /symformer/model/utils/convertor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/model/utils/convertor.py -------------------------------------------------------------------------------- /symformer/model/utils/decoding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/model/utils/decoding.py -------------------------------------------------------------------------------- /symformer/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/predict.py -------------------------------------------------------------------------------- /symformer/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/train.py -------------------------------------------------------------------------------- /symformer/training/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /symformer/training/callbacks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/training/callbacks.py -------------------------------------------------------------------------------- /symformer/training/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/training/datasets.py -------------------------------------------------------------------------------- /symformer/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vastlik/symformer/HEAD/symformer/utils.py --------------------------------------------------------------------------------