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GitHub / EmanuelSommer / bnn_connecting_the_dots
Code for the ICML 2024 paper "Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks?"
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EmanuelSommer%2Fbnn_connecting_the_dots
Stars: 0
Forks: 0
Open Issues: 0
License: None
Language: Jupyter Notebook
Repo Size: 2.09 MB
Dependencies:
260
Created: 4 months ago
Updated: about 1 month ago
Last pushed: about 1 month ago
Last synced: about 1 month ago
Topics: bayesan-network, icml-2024, mcmc, sampling
Files
Dependencies
- exp-fcn-bnns latest
- python 3.10-slim-buster build
- blackjax *
- flax *
- jax *
- joblib *
- jupyter *
- matplotlib *
- numpyro *
- pandas *
- pytorch-lightning *
- scikit-learn *
- seaborn *
- streamlit *
- torch *
- typer *
- absl-py ==2.0.0
- blackjax ==1.0.0
- chex ==0.1.85
- etils ==1.5.2
- fastprogress ==1.0.3
- filelock ==3.13.1
- flax ==0.7.5
- fsspec ==2023.12.1
- importlib-resources ==6.1.1
- jax ==0.4.21
- jaxlib ==0.4.21
- jaxopt ==0.8.2
- jinja2 ==3.1.2
- joblib ==1.3.2
- markdown-it-py ==3.0.0
- markupsafe ==2.1.3
- mdurl ==0.1.2
- ml-dtypes ==0.3.1
- mpmath ==1.3.0
- msgpack ==1.0.7
- multipledispatch ==1.0.0
- nest-asyncio ==1.5.8
- networkx ==3.2.1
- numpy ==1.26.2
- numpyro ==0.13.2
- nvidia-cublas-cu12 ==12.1.3.1
- nvidia-cuda-cupti-cu12 ==12.1.105
- nvidia-cuda-nvrtc-cu12 ==12.1.105
- nvidia-cuda-runtime-cu12 ==12.1.105
- nvidia-cudnn-cu12 ==8.9.2.26
- nvidia-cufft-cu12 ==11.0.2.54
- nvidia-curand-cu12 ==10.3.2.106
- nvidia-cusolver-cu12 ==11.4.5.107
- nvidia-cusparse-cu12 ==12.1.0.106
- nvidia-nccl-cu12 ==2.19.3
- nvidia-nvjitlink-cu12 ==12.3.101
- nvidia-nvtx-cu12 ==12.1.105
- opt-einsum ==3.3.0
- optax ==0.1.7
- orbax-checkpoint ==0.4.5
- protobuf ==4.25.1
- pygments ==2.17.2
- pyyaml ==6.0.1
- rich ==13.7.0
- scipy ==1.11.4
- sympy ==1.12
- tensorstore ==0.1.51
- toolz ==0.12.0
- torch ==2.2.0
- tqdm ==4.66.1
- triton ==2.2.0
- typing-extensions ==4.8.0
- zipp ==3.17.0