mcleonard
I build things - typically around online education, AI/ML, data science, etc. Formerly teaching at Udacity and Kaggle.
BardeenSan Francisco, California
Pinned Repositories
blog_posts
Blog posts for matatat.org
docbot
Documentation bot leveraging Deep Lake and GPT
NLG_Autoencoder
Natural Language Generation with a denoising autoencoder
pmf-pytorch
Probabilistic Matrix Factorization in PyTorch
pytorch-charRNN
Character RNN implemented in PyTorch
sampyl
MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice
seekwell
SeekWell, SQL for Data Analysts
synthwave
Streaming synthetic data for Good
xaby
Functional machine learning for fun
mcleonard's Repositories
mcleonard/sampyl
MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice
mcleonard/blog_posts
Blog posts for matatat.org
mcleonard/xaby
Functional machine learning for fun
mcleonard/pytorch-charRNN
Character RNN implemented in PyTorch
mcleonard/pmf-pytorch
Probabilistic Matrix Factorization in PyTorch
mcleonard/NLG_Autoencoder
Natural Language Generation with a denoising autoencoder
mcleonard/seekwell
SeekWell, SQL for Data Analysts
mcleonard/secure-private-ai
Files for my talk "An Open Framework for Secure and Private AI" presented at ODSC East 2019
mcleonard/pytorch-style-transfer
Style Transfer implemented in PyTorch
mcleonard/ml_workshop_udacity
ML Workshops @ Udacity
mcleonard/pytorch-mcmc
Little Markov Chain Monte Carlo library built on PyTorch
mcleonard/docbot
Documentation bot leveraging Deep Lake and GPT
mcleonard/webinars
mcleonard/tufty
User friendly plotting library for Python
mcleonard/personal_site
Personal blog
mcleonard/gans
Various GANs things
mcleonard/PySyft
A library for encrypted, privacy preserving deep learning
mcleonard/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
mcleonard/synthwave
Streaming synthetic data for Good
mcleonard/pydagogy
Python library for automated code checking in online courses
mcleonard/style-based-gan-pytorch
Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch
mcleonard/aim_discord_bot
Discord bot to answer questions for Aim users
mcleonard/babyagi
mcleonard/langchain
⚡ Building applications with LLMs through composability ⚡
mcleonard/learntools
Tools and tests used in Kaggle Learn exercises
mcleonard/notebooks
Repository for holding various notebooks
mcleonard/oh-my-zsh
🙃 A delightful community-driven (with 1,300+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.
mcleonard/pytorch-PPO
Proximal Policy Optimization (and other policy gradient agents)
mcleonard/website
Personal website
mcleonard/zkp-lesson
Lesson on Zero-knowledge proofs