Eric Koziol's repositories
alphafold
Open source code for AlphaFold.
awesome-okr
A curated list about OKR (Objective - Key Results)
causalinf_ex_elasticity
A full example for causal inference on real-world retail data, for elasticity estimation
CLIP
Contrastive Language-Image Pretraining
coursera-dl
Script for downloading Coursera.org videos and naming them.
ecommerce-flask-python
ecommerce-flask-python
EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
ludwig
Data-centric declarative deep learning framework
meme-vibing-cat
Vibing Cat meme generator
mlflow
Open source platform for the machine learning lifecycle
ohmyzsh
🙃 A delightful community-driven (with 1700+ 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.
portfolio
To hold the code covering my DS portfolio
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 ;)
python-static-site-generator
Build a Static Site Generator with Python
sample_flask_stripe_integration
Sample Application - Flask + Stripe Integration
spaceship-prompt
:rocket::star: A Zsh prompt for Astronauts
spinningup
An educational resource to help anyone learn deep reinforcement learning.
stylegan2
StyleGAN2 - Official TensorFlow Implementation
stylegan2-ada
StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation
tensor-house
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
tldr
📚 Collaborative cheatsheets for console commands
tokenizers
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production