taoketao Goto Github PK

activation-zones

Nonlinear activations like tanh in neural networks causes surprising dynamics in how weights adjust.

alphaone

blog_post_01_attractors_intro

Documents for first blog post, on the basics of attractors in neural networks, for eventual upload to personal website or possibly towardsdatascience

complex_plotter

a fun little program for making complex plots. Python notebook.

cs224u

Code for Stanford CS224u

donjon-python

Game in python3 with Tkinter and Pygame made with 3 friends in Highscool

explore-combinatorics

fixed_projections_experiment

force_flows

To find functions that lie 'partway' between f(x)=e^x and g(x)=x, this project simulates flows according to approximations of force diagrams.

guitar_tabs

Version control for my custom-made guitar tabs

modian

First implementation of the modular internal attention network.

modian-programs

Uploading the old code I wrote while implementing my ModIAN idea (see my website, taoketao.github.io). Not clean or error-checked.

mult-attention-model

normalized_gradient_descent

A exploration: can normalizing the gradient improve training by escaping local minima faster?

path-finder

Implementation of a deep reinforcement learning model trained to solve pathfinder puzzles

probabilistic-variable-discovery

pygame_game1

random_matrices_and_eigenvalues

Scripts, experiments, results, and reports on questions surrounding spectra of random matrices.

split-attn-1

synthetic_audio_01

synthetic instrument fabrication

taoketao.github.io-public

public sample of my site

v_224u

my coursework for cs224u, spr18

vimrc

a copy of my vimrc, for access anywhere that I can get my github.