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binshengliu / rank_metrics.py
Created December 24, 2019 07:54 — forked from bwhite/rank_metrics.py
Ranking Metrics
"""Information Retrieval metrics
Useful Resources:
http://www.cs.utexas.edu/~mooney/ir-course/slides/Evaluation.ppt
http://www.nii.ac.jp/TechReports/05-014E.pdf
http://www.stanford.edu/class/cs276/handouts/EvaluationNew-handout-6-per.pdf
http://hal.archives-ouvertes.fr/docs/00/72/67/60/PDF/07-busa-fekete.pdf
Learning to Rank for Information Retrieval (Tie-Yan Liu)
"""
import numpy as np
@binshengliu
binshengliu / tensorboard_logging.py
Created January 29, 2019 05:18 — forked from gyglim/tensorboard_logging.py
Logging to tensorboard without tensorflow operations. Uses manually generated summaries instead of summary ops
"""Simple example on how to log scalars and images to tensorboard without tensor ops.
License: Copyleft
"""
__author__ = "Michael Gygli"
import tensorflow as tf
from StringIO import StringIO
import matplotlib.pyplot as plt
import numpy as np
@binshengliu
binshengliu / train_on_batch_with_tensorboard.py
Created December 25, 2018 04:54 — forked from erenon/train_on_batch_with_tensorboard.py
# This example shows how to use keras TensorBoard callback
# with model.train_on_batch
import tensorflow.keras as keras
# Setup the model
model = keras.models.Sequential()
model.add(...) # Add your layers
model.compile(...) # Compile as usual
@binshengliu
binshengliu / min-char-rnn-tensorflow.py
Created November 29, 2018 05:21 — forked from vinhkhuc/min-char-rnn-tensorflow.py
Vanilla Char-RNN using TensorFlow
"""
Vanilla Char-RNN using TensorFlow by Vinh Khuc (@knvinh).
Adapted from Karpathy's min-char-rnn.py
https://gist.github.com/karpathy/d4dee566867f8291f086
Requires tensorflow>=1.0
BSD License
"""
import random
import numpy as np
import tensorflow as tf
@binshengliu
binshengliu / word2vec_tftut.py
Created November 9, 2018 04:55 — forked from aneesh-joshi/word2vec_tftut.py
import tensorflow as tf
import numpy as np
corpus_raw = 'He is the king . The king is royal . She is the royal queen '
# convert to lower case
corpus_raw = corpus_raw.lower()
words = []
for word in corpus_raw.split():
@binshengliu
binshengliu / utf7.py
Created September 21, 2016 17:47 — forked from gauteh/utf7.py
UTF8 to IMAP4-UTF-7 for OfflineIMAP
# -*- coding: utf-8- -*-
# from: http://piao-tech.blogspot.no/2010/03/get-offlineimap-working-with-non-ascii.html#resources
import binascii
import codecs
# encoding
def modified_base64 (s):
@binshengliu
binshengliu / emacs-list.sh
Last active August 29, 2015 14:19 — forked from scotthaleen/emacs-list.sh
wget -q http://londo.ganneff.de/apt.key -O- | apt-key add -
echo "deb http://londo.ganneff.de wheezy main" > /etc/apt/sources.list.d/emacs.list
aptitude update
aptitude install emacs-snapshot
@binshengliu
binshengliu / custom.el
Created April 12, 2013 14:37 — forked from kristianhellquist/custom.el
(defun copy-current-line-position-to-clipboard ()
"Copy current line in file to clipboard as '</path/to/file>:<line-number>'"
(interactive)
(let ((path-with-line-number
(concat (buffer-file-name) ":" (number-to-string (line-number-at-pos)))))
(x-select-text path-with-line-number)
(message (concat path-with-line-number " copied to clipboard"))))
(define-key global-map (kbd "M-l") 'copy-current-line-position-to-clipboard)
@binshengliu
binshengliu / backup with apt.txt
Created April 3, 2012 05:51 — forked from bepcyc/backup with apt.txt
BAckup and restore with aptitude in Ubuntu or Debian
before backup:
dpkg --get-selections > packages.txt
while restoring:
dpkg --clear-selections
dpkg --set-selections < packages.txt
aptitude install