dunovank

ExtraMaterials

Extra materials - for exploring other topics.

Meta-RL

Implementation of Meta-RL A3C algorithm

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

Workbooks

Notebooks to work along with, during hands-on coding exercises, during sections.

bayesian2afc

Vincent, B. T. (2015) A tutorial on Bayesian models of Perception, Journal of Mathematical Psychology.

CCN-course

dm

C++ Diffusion model toolset with Python and Matlab interfaces

eaglejs-demo

Demo slideshows for Eagle.js

hyper

A terminal built on web technologies

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

LongitudinalCausalStrengthModels

Different models for computing causal strength from longitudinal data

ml_cheat_sheet

My notes and superstitions about common machine learning algorithms

ML_CNBC

Jupyter notebooks and course material for machine learning group at the CNBC

mm_dark_theme

Dark theme for IPython and Jupyter notebooks

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

neuronaldynamics-exercises

Python exercises accompanying the book "Neuronal Dynamics"

Notebook-TeachingTips

A Place for Posting Resources for Teachers, TAs and Students in courses using Jupyter Notebooks

nteract

:notebook: Desktop notebook app + packages

one-dork-ui

Atom One dark UI theme

pydbm

Python package implementing the Dynamic Belief Model by Yu and Cohen (2008)

pyksvd

A highly optimized, parallel implementation of the Batch-OMP version of the KSVD learning algorithm.

pymc3_quickstart_guide

pyrl

RLDDM

SectionMaterials

Tutorial notebooks covering the course topics.

seth127.github.io

Seth's Github Pages

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

vispy

Main repository for Vispy

wfpt_py

Expressions relating to wiener first passage times (aka "diffusion decision model" in psychology)

WhileMyMCMCGentlySamples

my blog