Spaces:
Build error
Build error
File size: 770 Bytes
e487255 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 |
# TabPFN
## Installation
```
git clone git@github.com:automl/TabPFN.git
cd TabPFN
conda create -n TabPFN python=3.7
conda activate TabPFN
pip install -r requirements.txt
```
To run the autogluon baseline please create a separate environment and install autogluon==0.4.0, installation in the same environment as our other baselines is not possible.
## Usage
TrainingTuningAndPrediction: Train a TabPFN, Prior Tune and predict using a pretrained model.
TabularEvaluationVisualization: Run Baselines and load Baseline and TabPFN Results for comparison and plotting.
PrepareDatasets: Notebook used to inspect Datasets (Not needed to run baselines / TabPFN).
SytheticGPAblation: Ablation experiments for Gaussian Process fitting with differentiable Hyper Parameters.
|