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| # 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. | |