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GitHub / deep-symbolic-mathematics / Multimodal-Symbolic-Regression
[ICLR 2024 Spotlight] Deep Symbolic Regression with Multimodal Pretraining
Stars: 9
Forks: 0
Open Issues: 1
License: mit
Language: Python
Repo Size: 1.14 MB
Dependencies:
81
Created: 5 months ago
Updated: about 19 hours ago
Last pushed: about 19 hours ago
Last synced: about 18 hours ago
Topics: ai4math, ai4science, equation-discovery, latent-space-interpolation, multi-modal-learning, symbolic-regression, transformers
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Dependencies
environment.yml
pypi
- aiohttp ==3.8.4
- aiosignal ==1.3.1
- appdirs ==1.4.4
- async-timeout ==4.0.2
- attrs ==22.2.0
- cachetools ==5.3.0
- charset-normalizer ==3.1.0
- click ==8.1.3
- cmake ==3.26.1
- contourpy ==1.0.7
- cycler ==0.11.0
- docker-pycreds ==0.4.0
- filelock ==3.11.0
- fonttools ==4.39.3
- frozenlist ==1.3.3
- fsspec ==2023.4.0
- gitdb ==4.0.10
- gitpython ==3.1.31
- gplearn ==0.4.2
- idna ==3.4
- jinja2 ==3.1.2
- joblib ==1.2.0
- kiwisolver ==1.4.4
- levenshtein ==0.21.0
- lightning-utilities ==0.8.0
- lit ==16.0.1
- markupsafe ==2.1.2
- matplotlib ==3.7.1
- mpmath ==1.3.0
- multidict ==6.0.4
- networkx ==3.1
- numexpr ==2.8.4
- numpy ==1.24.2
- nvidia-cublas-cu11 ==11.10.3.66
- nvidia-cuda-cupti-cu11 ==11.7.101
- nvidia-cuda-nvrtc-cu11 ==11.7.99
- nvidia-cuda-runtime-cu11 ==11.7.99
- nvidia-cudnn-cu11 ==8.5.0.96
- nvidia-cufft-cu11 ==10.9.0.58
- nvidia-curand-cu11 ==10.2.10.91
- nvidia-cusolver-cu11 ==11.4.0.1
- nvidia-cusparse-cu11 ==11.7.4.91
- nvidia-ml-py ==11.525.112
- nvidia-nccl-cu11 ==2.14.3
- nvidia-nvtx-cu11 ==11.7.91
- nvitop ==1.1.2
- packaging ==23.0
- pandas ==2.0.0
- pathtools ==0.1.2
- pillow ==9.5.0
- protobuf ==4.22.1
- psutil ==5.9.4
- pyparsing ==3.0.9
- python-dateutil ==2.8.2
- pytorch-lightning ==2.0.5
- pytz ==2023.3
- pyyaml ==6.0
- rapidfuzz ==3.0.0
- requests ==2.28.2
- scikit-learn ==1.2.2
- scipy ==1.10.1
- seaborn ==0.12.2
- sentry-sdk ==1.19.1
- setproctitle ==1.3.2
- six ==1.16.0
- smmap ==5.0.0
- sympy ==1.11.1
- sympytorch ==0.1.1
- termcolor ==2.2.0
- threadpoolctl ==3.1.0
- torch ==2.0.0
- torchmetrics ==0.11.4
- tqdm ==4.65.0
- triton ==2.0.0
- typing-extensions ==4.5.0
- tzdata ==2023.3
- umap ==0.1.1
- urllib3 ==1.26.15
- wandb ==0.14.2
- xgboost ==1.7.5
- yarl ==1.8.2