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GitHub / deep-symbolic-mathematics / TPSR
[NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deep-symbolic-mathematics%2FTPSR
Stars: 24
Forks: 6
Open Issues: 1
License: mit
Language: Python
Repo Size: 20.2 MB
Dependencies:
77
Created: 8 months ago
Updated: 5 months ago
Last pushed: 5 months ago
Last synced: 5 months ago
Topics: ai4math, ai4science, deep-learning, equation-discovery, interpretable-ml, language-model, planning-algorithms, symbolic-math, symbolic-regression, transformers
Files
Dependencies
- Pillow ==9.1.0
- Pygments ==2.14.0
- args ==0.1.0
- attrs ==21.4.0
- backcall ==0.2.0
- cachetools ==5.3.0
- certifi ==2021.10.8
- charset-normalizer ==2.0.12
- clint ==0.5.1
- cloudpickle ==2.2.1
- coverage ==6.3.2
- cycler ==0.11.0
- decorator ==5.1.1
- deepspeed ==0.8.0
- fonttools ==4.31.2
- functorch ==0.1.0
- gym ==0.26.2
- gym-notices ==0.0.8
- hjson ==3.1.0
- idna ==3.3
- importlib-metadata ==4.11.3
- iniconfig ==1.1.1
- ipython ==7.34.0
- jedi ==0.18.2
- joblib ==1.1.0
- kiwisolver ==1.4.2
- mamba ==0.11.2
- matplotlib ==3.5.1
- matplotlib-inline ==0.1.6
- mpmath ==1.2.1
- networkx ==2.6.3
- ninja ==1.11.1
- numexpr ==2.8.1
- numpy ==1.21.5
- nvidia-ml-py ==11.515.75
- nvitop ==0.11.0
- packaging ==23.0
- pandas ==1.3.5
- parso ==0.8.3
- pexpect ==4.8.0
- pickleshare ==0.7.5
- pluggy ==1.0.0
- prompt-toolkit ==3.0.36
- protobuf ==3.20.1
- psutil ==5.9.4
- ptyprocess ==0.7.0
- py ==1.11.0
- py-cpuinfo ==9.0.0
- pyarrow ==11.0.0
- pydantic ==1.10.4
- pyext ==0.7
- pyparsing ==3.0.7
- pytest ==7.1.1
- python-dateutil ==2.8.2
- pytz ==2022.1
- requests ==2.27.1
- scikit-learn ==1.0.2
- scipy ==1.7.3
- seaborn ==0.11.2
- six ==1.16.0
- sympy ==1.10.1
- sympytorch ==0.1.1
- tensorboardX ==2.5.1
- termcolor ==2.2.0
- threadpoolctl ==3.1.0
- tomli ==2.0.1
- torch ==1.11.0
- torchaudio ==0.11.0
- torchvision ==0.12.0
- tqdm ==4.64.0
- traitlets ==5.8.1
- typing_extensions ==4.4.0
- urllib3 ==1.26.9
- wcwidth ==0.2.6
- xgboost ==1.6.2
- zipp ==3.8.0
- zss ==1.2.0