Pinned Repositories
AirSim
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
alibi
Algorithms for monitoring and explaining machine learning models
alphafold
Open source code for AlphaFold.
awesome-okr
A curated list about OKR (Objective - Key Results)
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
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.
COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
DeepFaceLive
ekoziol-bain's Repositories
ekoziol-bain/alphafold
Open source code for AlphaFold.
ekoziol-bain/awesome-okr
A curated list about OKR (Objective - Key Results)
ekoziol-bain/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
ekoziol-bain/causalinf_ex_elasticity
A full example for causal inference on real-world retail data, for elasticity estimation
ekoziol-bain/CLIP
Contrastive Language-Image Pretraining
ekoziol-bain/coursera-dl
Script for downloading Coursera.org videos and naming them.
ekoziol-bain/DeepFaceLive
ekoziol-bain/ecommerce-flask-python
ecommerce-flask-python
ekoziol-bain/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.
ekoziol-bain/FreeML
A List of Data Science/Machine Learning Resources (Mostly Free)
ekoziol-bain/Halite
Kaggle Halite RL challenge - Provisional first place solution
ekoziol-bain/haystack
:mag: End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, Hugging Face’s Hub, and much more!
ekoziol-bain/ludwig
Data-centric declarative deep learning framework
ekoziol-bain/meme-vibing-cat
Vibing Cat meme generator
ekoziol-bain/mlflow
Open source platform for the machine learning lifecycle
ekoziol-bain/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.
ekoziol-bain/portfolio
To hold the code covering my DS portfolio
ekoziol-bain/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 ;)
ekoziol-bain/python-static-site-generator
Build a Static Site Generator with Python
ekoziol-bain/sample_flask_stripe_integration
Sample Application - Flask + Stripe Integration
ekoziol-bain/spaceship-prompt
:rocket::star: A Zsh prompt for Astronauts
ekoziol-bain/spinningup
An educational resource to help anyone learn deep reinforcement learning.
ekoziol-bain/stable-diffusion
ekoziol-bain/stylegan2
StyleGAN2 - Official TensorFlow Implementation
ekoziol-bain/stylegan2-ada
StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation
ekoziol-bain/tensor-house
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
ekoziol-bain/tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
ekoziol-bain/tldr
📚 Collaborative cheatsheets for console commands
ekoziol-bain/tokenizers
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
ekoziol-bain/tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.