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David Pollack dhpollack

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dhpollack / class_label_targets.csv
Last active May 24, 2018 11:43
index mid display_name
216 /m/064t9 Pop music
217 /m/0glt670 Hip hop music
218 /m/02cz_7 Beatboxing
219 /m/06by7 Rock music
220 /m/03lty Heavy metal
221 /m/05r6t Punk rock
222 /m/0dls3 Grunge
223 /m/0dl5d Progressive rock
224 /m/07sbbz2 Rock and roll
@dhpollack
dhpollack / torch_activate.fish
Created January 3, 2018 12:09
my fish activate function for torch.
function torch_activate
set -gx TORCH_BASE_DIR '/home/david/Programming/repos/torch/torch'
set -gx LUA_PATH '{$TORCH_BASE_DIR}/install/share/lua/5.1/?.lua;{$TORCH_BASE_DIR}/install/share/lua/5.1/?/init.lua'
set -gx LUA_CPATH '{$TORCH_BASE_DIR}/install/lib/lua/5.1/?.so'
set -gx PATH {$TORCH_BASE_DIR}/install/bin $PATH
set -gx LD_LIBRARY_PATH {$TORCH_BASE_DIR}/install/lib $LD_LIBRARY_PATH
set -gx DYLD_LIBRARY_PATH {$TORCH_BASE_DIR}/install/lib $DYLD_LIBRARY_PATH
end
@dhpollack
dhpollack / pytorch_attention_audio.py
Last active May 4, 2020 17:34
import argparse
import torch
import torch.nn as nn
import torch.nn.functional as F
from torch.autograd import Variable
from torch.optim import lr_scheduler
import torch.utils.data as data
from torch.nn.utils.rnn import pack_padded_sequence as pack, pad_packed_sequence as unpack
import torchaudio
import torchaudio.transforms as tat
@dhpollack
dhpollack / ctc_loss_pytorch_graves_2006.ipynb
Created September 28, 2017 10:45
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@dhpollack
dhpollack / char-rnn-pytorch.py
Created September 15, 2017 13:18
import torch
import torch.nn as nn
import torch.nn.functional as F
import torch.optim as optim
import torch.utils.data as data
from torch.autograd import Variable
from tqdm import tnrange, tqdm_notebook, tqdm
"""My attempt at Karpathy's char-rnn from the unreasonableness of RNNs post
@dhpollack
dhpollack / VarLenAudioDataset_PyTorch.ipynb
Created September 15, 2017 07:53
A minimal example of a variable length dataset for pytorch
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@dhpollack
dhpollack / jekyll-install.txt
Created June 21, 2017 22:10 — forked from Piyush3dB/jekyll-install.txt
Jekyll 3.2.1, Ruby 2.2.3 install on Ubuntu 14.04
cd
git clone git://github.com/sstephenson/rbenv.git ~/.rbenv
echo 'export PATH="$HOME/.rbenv/bin:$PATH"' >> ~/.bashrc
echo 'eval "$(rbenv init -)"' >> ~/.bashrc
git clone git://github.com/sstephenson/ruby-build.git ~/.rbenv/plugins/ruby-build
echo 'export PATH="$HOME/.rbenv/plugins/ruby-build/bin:$PATH"' >> ~/.bashrc
source ~/.bashrc
rbenv install -v 2.2.3
rbenv global 2.2.3
ruby -v
@dhpollack
dhpollack / ContextualPolicy.ipynb
Created February 9, 2017 14:06 — forked from awjuliani/ContextualPolicy.ipynb
A Policy-Gradient algorithm that solves Contextual Bandit problems.
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@dhpollack
dhpollack / SimplePolicy.ipynb
Last active February 9, 2017 12:23 — forked from awjuliani/SimplePolicy.ipynb
Policy gradient method for solving n-armed bandit problems.
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@dhpollack
dhpollack / tempbystate.r
Created June 28, 2016 09:48
# ftp://ftp.ncdc.noaa.gov/pub/data/cirs/climdiv/climdiv-tmpcst-v1.0.0-20160605
# ftp://ftp.ncdc.noaa.gov/pub/data/cirs/climdiv/state-readme.txt
dat = read.table("climdiv-tmpcst-v1.0.0-20160605.csv", colClasses = "character")
splitel <- function(x) {
statecode = substr(x,1,3)
divnum = substr(x,4,4)
elcode = substr(x,5,6)
year = substr(x,7,10)
return(c(statecode, divnum, elcode, year))