iaroslav-ai Goto Github PK

10000_layers_net

10000 layers deep learning

900images_dataset

all-relations

All relations v2.0

bayesian-optimisation

Finding the best parameters for any algorithm

black-box-optimization

Black box optimization

blog

Read the Docs blog

bokeh

Interactive Web Plotting for Python

chainer-gan-lib

Chainer implementation of recent GAN variants

coin-experiment

What should be the size of a coin edge so that the coin lands on its edge with ~33% chance? Find answer to this important question here! Some fun with Blender + Scikit-Optimize. https://www.youtube.com/watch?v=xN5_VO7Nbu8

convex-envelopes-py

Supplement to Shcherbatyi, Iaroslav, and Bjoern Andres. "Convexification of Learning from Constraints." arXiv preprint arXiv:1602.06746 (2016).

creative-ai

A set of mostly deep learning based tools for creative AI

cs231n.github.io

Public facing notes page

dask-cluster

Management of dask cluster locally, on AWS and other cloud services

deep_q_rl

Theano-based implementation of Deep Q-learning

deeplearnjs

Hardware-accelerated deep learning // machine learning // NumPy library for the web.

docker-headless-vnc-container

Collection of Docker images with headless VNC environments

docusaurus

Easy to maintain open source documentation websites.

ed3s-2017

European Data Science Summer School '17 materials

ed3s-2017-supplements

Jupyter hub Docker image source and spawner source

ffnn_10_lines

gan-evaluation-metric

Performance metric for Generative Adversarial Neural Network based on test accuracy of discriminating classifier

gan-rl

Training Reinforcement Learning agent using derivative of Generative Recurrent Neural Network model of environment

gitignore

A collection of useful .gitignore templates

global-optimization

Global optimization of non - convex functions with quality guarantees in Python

gpyopt

Gaussian Process Optimization using GPy

gym

A toolkit for developing and comparing reinforcement learning algorithms.

iaroslav-ai.github.io

I post therefore I exist

installation-scripts

A set of useful scripts for installation of dependencies on Ubuntu machines

javafx-editinghistory

Some simple undo / redo functionality for Java and JavaFX elements

keras-acgan

Auxiliary Classifier Generative Adversarial Networks in Keras