Alex Vinnik's repositories
Advanced-Deep-Learning-with-Keras
Advanced Deep Learning with Keras, published by Packt
awesome-deep-learning-papers
The most cited deep learning papers
csvkit
A suite of utilities for converting to and working with CSV, the king of tabular file formats.
dotfiles
.files, including ~/.osx — sensible hacker defaults for OS X
feast
Feature Store for Machine Learning
great_expectations
Always know what to expect from your data.
incubator-pulsar
Pulsar - distributed pub-sub messaging system
janusgraph-utils
Develop a graph database app using JanusGraph
livelossplot
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
localstack
đź’» A fully functional local AWS cloud stack. Develop and test your cloud apps offline!
machine-learning
Content for Udacity's Machine Learning curriculum
reinforcement-learning-an-introduction
Python implementation of Reinforcement Learning: An Introduction
rl-cheatsheet
RL Notation and Pseudocode for Udacity's MLND program
RL-Quadcopter-2
Teach a Quadcopter How to Fly!
streisand
Streisand sets up a new server running L2TP/IPsec, OpenConnect, OpenSSH, OpenVPN, Shadowsocks, sslh, Stunnel, a Tor bridge, and WireGuard. It also generates custom instructions for all of these services. At the end of the run you are given an HTML file with instructions that can be shared with friends, family members, and fellow activists.
SubTab
The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"
vimified
Kick-ass Vim configuration framework.