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@korakot
korakot / projector.md
Last active December 29, 2023 13:15
Load data to Embedding Projector

Tensorboard Embedding Projector can load external data from gist.

Call them with your own config like this http://projector.tensorflow.org/?config=https://gist.githubusercontent.com/korakot/c480edd1fcf7e02c49ccddbf5ac43fb9/raw/21bcc93899e0a3db334e4d04b7f6ef7d6c2b09c8/config.json

  • tensorPath: numerical data without column name, in bytes or tsv format
  • metadataPath: labels or field columns. If it's just 1 column, assume it to be label and don't need the first line.

More details from announcment, how-to,

@j314erre
j314erre / text_cnn.py
Created July 13, 2016 00:00
load pre-trained word2vec into cnn-text-classification-tf
import tensorflow as tf
import numpy as np
class TextCNN(object):
"""
A CNN for text classification.
Uses an embedding layer, followed by a convolutional, max-pooling and softmax layer.
"""
def __init__(
@monikkinom
monikkinom / rnn-lstm.py
Last active September 3, 2019 04:44
Tensorflow RNN-LSTM implementation to count number of set bits in a binary string
#Source code with the blog post at http://monik.in/a-noobs-guide-to-implementing-rnn-lstm-using-tensorflow/
import numpy as np
import random
from random import shuffle
import tensorflow as tf
# from tensorflow.models.rnn import rnn_cell
# from tensorflow.models.rnn import rnn
NUM_EXAMPLES = 10000
@danijar
danijar / blog_tensorflow_variable_sequence_classification.py
Last active December 31, 2021 10:04
TensorFlow Variable-Length Sequence Classification
# Working example for my blog post at:
# http://danijar.com/variable-sequence-lengths-in-tensorflow/
import functools
import sets
import tensorflow as tf
from tensorflow.models.rnn import rnn_cell
from tensorflow.models.rnn import rnn
def lazy_property(function):
# pylint: disable=C0111,too-many-arguments,too-many-instance-attributes,too-many-locals,redefined-outer-name,fixme
# pylint: disable=superfluous-parens, no-member, invalid-name
import sys
sys.path.insert(0, "../../python")
import mxnet as mx
import numpy as np
import cv2, random
from io import BytesIO
from captcha.image import ImageCaptcha
@danijar
danijar / blog_tensorflow_scope_decorator.py
Last active January 17, 2023 01:58
TensorFlow Scope Decorator
# Working example for my blog post at:
# https://danijar.github.io/structuring-your-tensorflow-models
import functools
import tensorflow as tf
from tensorflow.examples.tutorials.mnist import input_data
def doublewrap(function):
"""
A decorator decorator, allowing to use the decorator to be used without
@AndrewShang
AndrewShang / gist:8a14e78f5eb03a0fb91248540041cc7d
Created April 12, 2016 02:26
The Data set of Neural Responding Machine for Short-Text Conversation
This
@basaundi
basaundi / multi_bleu.py
Last active September 20, 2020 07:28
python rewrite of Moses' multi-bleu.perl; usable as a library
#!/usr/bin/env python
# Ander Martinez Sanchez
from __future__ import division, print_function
from math import exp, log
from collections import Counter
def ngram_count(words, n):
if n <= len(words):
@ryerh
ryerh / tmux-cheatsheet.markdown
Last active June 28, 2025 06:14 — forked from MohamedAlaa/tmux-cheatsheet.markdown
Tmux 快捷键 & 速查表 & 简明教程

注意:本文内容适用于 Tmux 2.3 及以上的版本,但是绝大部分的特性低版本也都适用,鼠标支持、VI 模式、插件管理在低版本可能会与本文不兼容。

Tmux 快捷键 & 速查表 & 简明教程

启动新会话:

tmux [new -s 会话名 -n 窗口名]

恢复会话:

@r0yfire
r0yfire / README.md
Created October 12, 2015 23:09
Python script to convert mysqldump output to JSON file

mysqldump to JSON

Python script to convert mysqldump output to JSON file. Most of the code was borrowed from github.com/jamesmishra/mysqldump-to-csv

You'll want to update the 'parse_row' function to map each item in a row to a dictionary.

Running the script