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# TabPFN
## Installation
```
git clone [email protected]: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.
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