rejuvyesh

agents:
  - idx: 0
    status: 1
    rate: 1.0
    learner: 
      cls: SharedFFA3CLearner
      lidx: 0
  - idx: 1
    status: 1
    rate: 1.0

rejuvyesh

// ==UserScript==
// @name        GoodReads Review Management
// @namespace   FeepingCreature@github.com
// @description Show/Hide reviews. State stored between site loads
// @include     */www.goodreads.com/*
// @version     1
// @grant       none
// @require https://ajax.googleapis.com/ajax/libs/jquery/3.1.1/jquery.min.js
// ==/UserScript==

rejuvyesh

centralized-gru centralized-mlp decentralized-gru decentralized-mlp concurrent-gru concurrent-mlp heuristic centralized-gru None 0.000001 1.244561e-04 3.725950e-07 None 2.741967e-07 7.556929e-10 centralized-mlp None NaN 9.068058e-10 1.913996e-03 None 2.822655e-09 7.745546e-02 decentralized-gru None NaN NaN 4.429615e-06 None 1.242145e-03 8.031091e-10 decentralized-mlp None NaN NaN NaN None 9.002403e-09 1.067955e-08 concurrent-gru None NaN NaN NaN None NaN NaN concurrent-mlp None NaN NaN NaN None NaN 8.534227e-10 heuristic None NaN NaN N

rejuvyesh

centralized-gru centralized-mlp decentralized-gru decentralized-mlp concurrent-gru concurrent-mlp heuristic centralized-gru None 0.003187 0.214810 7.582445e-09 None 1.323825e-07 1.440084e-02 centralized-mlp None NaN 0.000644 3.366814e-09 None 1.265880e-08 9.346047e-01 decentralized-gru None NaN NaN 8.029683e-09 None 1.549680e-07 4.337083e-03 decentralized-mlp None NaN NaN NaN None 2.739982e-02 1.774222e-08 concurrent-gru None NaN NaN NaN None NaN NaN concurrent-mlp None NaN NaN NaN None NaN 1.011512e-06 heuristic None NaN NaN

rejuvyesh

for fl in wgEncode*.broadPeak; do /afs/ir/class/cs273a/bin/overlapSelect -selectCoordCols=0,1,2 -inCoordCols=0,1,2 hg19.knownGene.codingExons.bed ${fl} “${fl}_observed_overlaps_coding.bed”; done for fl in wgEncode*.broadPeak; do /afs/ir/class/cs273a/bin/overlapSelect -selectCoordCols=0,1,2 -inCoordCols=0,1,2 wgEncodeAwgDnaseDukeOsteoblUniPk.narrowPeak ${fl} “${fl}_observed_overlaps_narrow.bed”; done

for hist in H3k27me3Pk blH3k36me3StdPk blH3k27acStdPk; do for i in $(seq 100); do /afs/ir/class/cs273a/bin/overlapSelect -selectCoordCols=0,1,2 -inCoordCols=0,1,2 hg19.knownGene.codingExons.bed “wgEncodeBroadHistoneOsteo${hist}.broadPeak_shuffle_${i}.bed” “${hist}_shuffle_${i}_coding_overlap.bed”; /afs/ir/class/cs273a/bin/overlapSelect -selectCoordCols=0,1,2 -inCoordCols=0,1,2 wgEncodeAwgDnaseDukeOsteoblUniPk.narrowPeak “wgEncodeBroadHistoneOsteo${hist}.broadPeak_shuffle_${i}.bed” “${hist}_shuffle_${i}_narrow_overlap.bed”; done; done

rejuvyesh

1. Feature Learning

• Learning Feature Representations with K-means by Adam Coates and Andrew Y. Ng
• The devil is in the details: an evaluation of recent feature encoding methods by Chatfield et. al.
• Emergence of Object-Selective Features in Unsupervised Feature Learning by Coates, Ng
• Scaling Learning Algorithms towards AI Benjio & LeCun
• A Theory of Feature Learning by Brendan van Rooyen, Robert C. Williamson

2. Deep Learning

• Dropout: A Simple Way to Prevent Neural Networks from Overfitting by Nitish Srivastava, Geoffrey Hinton, Alex Krizhevsky, Ilya Sutskever and Ruslan Salakhutdinov
• [Understanding

rejuvyesh

#!/usr/bin/env python
#
# File: amc.py
#
# Created: Friday, December 18 2015 by rejuvyesh <mail@rejuvyesh.com>
# License: GNU GPL 3 <http://www.gnu.org/copyleft/gpl.html>
#

from __future__ import print_function

rejuvyesh

[general]
accounts = rejuvyesh, iitk, cse, gmail
maxsyncaccounts = 4

[Account rejuvyesh]
localrepository = rejuvyeshlocal
remoterepository = rejuvyeshremote

[Repository rejuvyeshlocal]
type = Maildir

rejuvyesh

@import url("screen.css"); /* default gitit screen styles */
@import url("hk-pyg.css"); /* for syntax highlighting */

/* My custom Gitit CSS styling, in part based on Twitter Bootstrap */

body {
  margin: 0;
  font-family: "Noto Sans", Helvetica, Arial, sans-serif;
  font-size: 14px;
  line-height: 20px;

rejuvyesh

#!/bin/zsh
#
# File: start.sh
#
# Created: Saturday, January 10 2015 by rejuvyesh <mail@rejuvyesh.com>
# License: GNU GPL 3 <http://www.gnu.org/copyleft/gpl.html>
#

PATH=/usr/bin:/home/rejuvyesh/.nix-profile/bin
MATHJAX=/home/rejuvyesh/src/www/mathjax/MathJax/