Philipp Singer

kaggle-landmark-recognition-2020-1st-place. Python

CorrelationStats. Python

py-notebooks. Notebooks

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers. aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

HypTrails. Python

PathTools. A collection of tools and algorithms suitable to work with paths (e.g., navigational)

kaggle-curriculum-solution. Jupyter Notebook

RunsTest. Python

matplotlib. matplotlib: plotting with Python

pytorch-lightning. The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

FastChat. An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.

scikit-learn. scikit-learn: machine learning in Python

text-generation-inference. Large Language Model Text Generation Inference

textSNE. 2-d visualization of high-dimensional input: Python code for rendering t-SNE code with text labels for each point

cookiecutter-data-science. A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

segmentation_models.pytorch. Segmentation models with pretrained backbones. PyTorch.

shap. A unified approach to explain the output of any machine learning model.

lm-evaluation-harness. A framework for few-shot evaluation of autoregressive language models.

reddit_depletion. Jupyter Notebook