sampyl
MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice
Likely Available
About
I build things - typically around online education, AI/ML, data science, etc. Formerly teaching at Udacity and Kaggle.
Evidence-backed skills
Repositories
blog_posts
Blog posts for matatat.org
xaby
Functional machine learning for fun
pytorch-charRNN
Character RNN implemented in PyTorch
pmf-pytorch
Probabilistic Matrix Factorization in PyTorch
NLG_Autoencoder
Natural Language Generation with a denoising autoencoder
seekwell
SeekWell, SQL for Data Analysts
secure-private-ai
Files for my talk "An Open Framework for Secure and Private AI" presented at ODSC East 2019
pytorch-style-transfer
Style Transfer implemented in PyTorch
ml_workshop_udacity
ML Workshops @ Udacity
pytorch-mcmc
Little Markov Chain Monte Carlo library built on PyTorch
docbot
Documentation bot leveraging Deep Lake and GPT