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"""Recommendation module.
This module deals with using lightFM models in production and includes a
LightFm subclass which provides a predict_online method to use in API or
similar scenarios.
"""
import operator
from logging import getLogger
import numpy as np
@wangruohui
wangruohui / Install NVIDIA Driver and CUDA.md
Last active June 29, 2024 09:06
Install NVIDIA Driver and CUDA on Ubuntu / CentOS / Fedora Linux OS
@yrevar
yrevar / imagenet1000_clsidx_to_labels.txt
Last active July 21, 2024 08:16
text: imagenet 1000 class idx to human readable labels (Fox, E., & Guestrin, C. (n.d.). Coursera Machine Learning Specialization.)
{0: 'tench, Tinca tinca',
1: 'goldfish, Carassius auratus',
2: 'great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias',
3: 'tiger shark, Galeocerdo cuvieri',
4: 'hammerhead, hammerhead shark',
5: 'electric ray, crampfish, numbfish, torpedo',
6: 'stingray',
7: 'cock',
8: 'hen',
9: 'ostrich, Struthio camelus',
@balzer82
balzer82 / TimeSeries-Decomposition.ipynb
Last active June 20, 2022 14:38
TimeSeries Decomposition in Python with statsmodels and Pandas
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@bishboria
bishboria / springer-free-maths-books.md
Last active June 8, 2024 06:39
Springer made a bunch of books available for free, these were the direct links
@karpathy
karpathy / min-char-rnn.py
Last active July 22, 2024 04:44
Minimal character-level language model with a Vanilla Recurrent Neural Network, in Python/numpy
"""
Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
BSD License
"""
import numpy as np
# data I/O
data = open('input.txt', 'r').read() # should be simple plain text file
chars = list(set(data))
data_size, vocab_size = len(data), len(chars)
@dervn
dervn / re.py
Created March 8, 2011 02:08
Python中过滤HTML标签的函数
#用正则简单过滤html的<>标签
import re
str = "<img /><a>srcd</a>hello</br><br/>"
str = re.sub(r'</?\w+[^>]*>','',str)
print str