tmcclintock
Astrophysics, statistics, machine learning, artificial intelligence.
HubSpotSan Francisco, CA
Pinned Repositories
hmf_emulator
Emulator for the halo mass function from The Aemulus Project.
AReconstructionTool
ART: A Reconstruction Tool. For reconstructing probability distributions using Gaussian processes.
cffi_example
This is a working example of how to use cffi when you have a bunch of already written .h and .c files that you want to bundle into some python code without using ctypes.
cluster_toolkit
Tools for analyzing galaxy clusters.
ConditionalGMM
Functions to compute conditional distributions of Gaussian mixture models.
donjuan
A modern tool for generating dungeons for tabletop games.
Emulation
This contains the kriging code. It is written as an object, so it can easily be added into a program of your own. An example of how to use it is in the unit test.
Frisbee_Simulator
FrisPy
Frisbee flight simulator written in Python.
Ultimate_statistics
A small experiment to see how touches on an ultimate frisbee disc are distributed amongst players.
tmcclintock's Repositories
tmcclintock/FrisPy
Frisbee flight simulator written in Python.
tmcclintock/donjuan
A modern tool for generating dungeons for tabletop games.
tmcclintock/ImagesFromPDF
A python script to pull images from a PDF, and then make backgrounds transparent.
tmcclintock/TruncatedGP
tmcclintock/BetterViolinPlots
Better violin plots for common scenarios.
tmcclintock/DES_Y1_WL_Analysis
This contains the analysis code for the DES Y1 cluster WL analysis.
tmcclintock/Resume
& CV
tmcclintock/airflow_tinkering
Messing around with airflow.
tmcclintock/alpaca-lora
Instruct-tune LLaMA on consumer hardware
tmcclintock/Cluster_Scaling_Inversion
An implementation of the Evrard et al. (2014) scaling relation inversion algorithm.
tmcclintock/covariance_emulator
Framework for emulating covariance matrices.
tmcclintock/CVJackknife
A small test of jackknifing in image classification. Inspired by methods in cosmology.
tmcclintock/emcee
The Python ensemble sampling toolkit for affine-invariant MCMC
tmcclintock/frisbee_paper
Work for a paper on flights of frisbees.
tmcclintock/gitdb
IO of git-style object databases
tmcclintock/IceODE
Messing around with a neural ODE.
tmcclintock/LatinHyperCubeSampling
An example of using a Latin hypercube to search a hyperparamter space.
tmcclintock/MonopolyMath
Mathematics of the game Monopoly.
tmcclintock/MultiArmedBandits
An implementation of a few multi-armed bandit algorithms.
tmcclintock/mycookiecutter
tmcclintock/pandera
A light-weight, flexible, and expressive statistical data testing library
tmcclintock/pdfreader
Python API for PDF documents
tmcclintock/poetry-publish
An action to build and publish python package to pypi (https://pypi.org/) using poetry (https://github.com/sdispater/poetry)
tmcclintock/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
tmcclintock/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
tmcclintock/riptable
64bit multithreaded python data analytics tools for numpy arrays and datasets
tmcclintock/savi
Safe anytime-valid inference (SAVI) techniques.
tmcclintock/Scratch-Work
tmcclintock/TemplateForDataScience
A template repository for AI/ML/DS projects.
tmcclintock/test_repo
Making a repo for illustrative purposes