Tom McClintock's repositories
savi
Safe anytime-valid inference (SAVI) techniques.
pandera
A light-weight, flexible, and expressive statistical data testing library
alpaca-lora
Instruct-tune LLaMA on consumer hardware
poetry-publish
An action to build and publish python package to pypi (https://pypi.org/) using poetry (https://github.com/sdispater/poetry)
frisbee_paper
Work for a paper on flights of frisbees.
IceODE
Messing around with a neural ODE.
covariance_emulator
Framework for emulating covariance matrices.
emcee
The Python ensemble sampling toolkit for affine-invariant MCMC
MonopolyMath
Mathematics of the game Monopoly.
test_repo
Making a repo for illustrative purposes
gitdb
IO of git-style object databases
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
riptable
64bit multithreaded python data analytics tools for numpy arrays and datasets
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
TemplateForDataScience
A template repository for AI/ML/DS projects.
DES_Y1_WL_Analysis
This contains the analysis code for the DES Y1 cluster WL analysis.
airflow_tinkering
Messing around with airflow.
LatinHyperCubeSampling
An example of using a Latin hypercube to search a hyperparamter space.
BetterViolinPlots
Better violin plots for common scenarios.
CVJackknife
A small test of jackknifing in image classification. Inspired by methods in cosmology.
MultiArmedBandits
An implementation of a few multi-armed bandit algorithms.
ImagesFromPDF
A python script to pull images from a PDF, and then make backgrounds transparent.
pdfreader
Python API for PDF documents
Cluster_Scaling_Inversion
An implementation of the Evrard et al. (2014) scaling relation inversion algorithm.