iandewancker

aws_ml

Helpful tools for setting up and working on ML problems in AWS

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

gensim

Topic Modelling for Humans

joblib

Python function as pipeline jobs.

multipass

Multipass is a parallelization framework for running map-reduce-like python jobs on a single machine. Particularly advantageous for machine learning tasks with medium-sized datasets (10s of GBs) that are computationally expensive.

panda3d_sandbox

prefopt

Sequential Preference Based Optimization

scikit-learn

scikit-learn: machine learning in Python

sigopt-examples

Optimization Examples with SigOpt

sigopt_sklearn

SigOpt wrappers for scikit-learn methods

unity_verification

3D simulator for non-rigid items

Urban_Driving_Simulator

FLUIDS is a lightweight driving simulator for benchmarking Deep Reinforcement and Imitation learning algorithms.

vae_sandox

Sandbox to play with VAEs

vizdat

vizdat is an interactive visualization tools that helps a user explore and understand their dataset in 2D.