👋

Christopher Erick Moody cemoody

👋

Work on Bayesian Deep Learning, Factorization Machines, NLP, lda2vec, sklearn & Chainer Framework contributor.

cemoody / check_recsys.py

Created May 15, 2021 01:33


	def check_line_by_line(fn_result, fn_truth):
	logger.info(f"Checking line by line in {fn_result} and {fn_truth}")
	with open(fn_result, 'r') as results:
	res = results.readlines()
	with open(fn_truth, 'r') as truth:
	tru = truth.readlines()

	for i, (line_t, line_r) in enumerate(zip(tru, res)):
	features = line_t.split('\x01')

cemoody / typecast.py

Last active September 22, 2022 18:33

	from typing import get_type_hints


	def cast(argname, value, hints):
	""" Only cast arguments if type hints are available for them.
	"""
	if argname in hints:
	expected_type = hints[argname]
	if not issubclass(type(value), expected_type):
	# Will throw type error if argument cannot be cast

cemoody / train_movielens.py

Created April 30, 2018 16:15

	from torch_trainer.trainer import Trainer
	from torch_trainer.callbacks import rms_callback
	from torch import nn
	from torch.optim import Adam
	import torch.nn.functional as F

	import numpy as np
	import pandas as pd

cemoody / pose_estimation

Created October 9, 2017 20:29

	https://github.com/tensorboy/pytorch_Realtime_Multi-Person_Pose_Estimation

	https://github.com/tensorboy/3d-pose-baseline

	http://www.tvmlang.org/2017/10/06/nnvm-compiler-announcement.html

cemoody / close_webview.html

Last active May 2, 2017 18:19

	<!DOCTYPE html>
	<html>
	<head>
	<title> Login to See Leaderboard </title>
	</head>
	<body>

	<script>
	window.fbAsyncInit = function() {
	FB.init({

cemoody / temp.html

Last active April 25, 2017 17:46

	<!DOCTYPE html>
	<html>
	<head>
	<title>Facebook Login JavaScript Example</title>
	<meta charset="UTF-8">
	</head>
	<body>
	<script>
	// This is called with the results from from FB.getLoginStatus().
	function statusChangeCallback(response) {

cemoody / init.vim

Last active March 17, 2017 15:34

Neovim personal profile

	"dein Scripts-----------------------------
	if &compatible
	set nocompatible " Be iMproved
	endif

	" Required:
	set runtimepath+=/Users/moody/.vim/bundles/repos/github.com/Shougo/dein.vim

	" Required:
	if dein#load_state('/Users/moody/.vim/bundles')

cemoody / example.py

Last active July 3, 2018 06:18

	embeddings_mu = nn.Embedding(n_words, n_dim)
	embeddings_lv = nn.Embedding(n_words, n_dim)
	...
	vector_mu = embeddings_mu(c_index)
	vector_lv = embeddings_lv(c_index)

	def normal(mu, lv):
	random = torch.FloatTensor(std.size()).normal_()
	return mu + random * torch.exp(0.5 * lv)

cemoody / model_wrapper.py

Created January 11, 2017 21:09

Chainer Model Wrapper

	import chainer
	from chainer import cuda
	from chainer import training
	from chainer.training import extensions
	from chainer.datasets import TupleDataset
	from chainer.iterators import SerialIterator


	class Wrapper(object):
	def __init__(self, model, batchsize=512, n_epochs=100, device=None,

cemoody / labels.py

Created April 16, 2016 01:10

	'housing social issues, affordability, rent',
	'computer hardware and monitors',
	'math, language, meditation and education',
	'cars and entertainment',
	'bing, google, facebook, search engines',
	'transportation and military',
	'technology in the media and society',
	'finance and bitcoin',
	'higher education, business and grad schools',
	'sleep, stimulants, and excercise',