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@mcclux
mcclux / detect_crop.py
Last active November 9, 2022 10:17
Python script using dlib to detect and save faces from a set of source images
import os
import sys
import dlib
import matplotlib.pyplot as plt
from PIL import Image
# adjust these variables as necessary
# dirname is the directory relative to the script where the files to detect a face and crop live
dirname = "source"
@dirko
dirko / keras_unidirectional_tagger.py
Created August 11, 2016 05:28
Keras LSTM NER tagger
# Keras==1.0.6
import numpy as np
from keras.models import Sequential
from keras.layers.recurrent import LSTM
from keras.layers.core import TimeDistributedDense, Activation
from keras.preprocessing.sequence import pad_sequences
from keras.layers.embeddings import Embedding
from sklearn.cross_validation import train_test_split
from sklearn.metrics import confusion_matrix, accuracy_score, precision_recall_fscore_support
@dirko
dirko / keras_bidirectional_tagger.py
Created August 11, 2016 05:32
Keras bidirectional LSTM NER tagger
# Keras==1.0.6
from keras.models import Sequential
import numpy as np
from keras.layers.recurrent import LSTM
from keras.layers.core import TimeDistributedDense, Activation
from keras.preprocessing.sequence import pad_sequences
from keras.layers.embeddings import Embedding
from sklearn.cross_validation import train_test_split
from keras.layers import Merge
from keras.backend import tf
@jexp
jexp / ms-concepts-import.sh
Created November 4, 2016 02:32
Load and query the Microsoft Concept Graph in Neo4j https://concept.research.microsoft.com/Home/Introduction
function import_extract_first {
echo "name:ID(Concept)" > concepts.txt
cat data-concept-instance-relations.txt | cut -d $'\t' -f 1 | sort | uniq >> concepts.txt
echo "name:ID(Instance)" > instances.txt
cat data-concept-instance-relations.txt | cut -d $'\t' -f 2 | sort | uniq >> instances.txt
echo $':END_ID(Concept)\t:START_ID(Instance) relations:int' > is_a.hdr
$NEO4J_HOME/bin/neo4j-import --into concepts.db --id-type string --delimiter TAB --bad-tolerance 13000000 --skip-duplicate-nodes true --skip-bad-relationships true \
@vickyqian
vickyqian / twitter crawler.txt
Last active May 11, 2024 16:19
A Python script to download all the tweets of a hashtag into a csv
import tweepy
import csv
import pandas as pd
####input your credentials here
consumer_key = ''
consumer_secret = ''
access_token = ''
access_token_secret = ''
auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
@mpociot
mpociot / RasaNLU.php
Created May 17, 2017 14:43
RasaNLU middleware for BotMan
<?php
namespace App\BotMan\Middleware;
use Mpociot\BotMan\Message;
use Mpociot\BotMan\Http\Curl;
use Mpociot\BotMan\Interfaces\HttpInterface;
use Mpociot\BotMan\Interfaces\DriverInterface;
use Mpociot\BotMan\Interfaces\MiddlewareInterface;
@zhanwenchen
zhanwenchen / Install NVIDIA Driver and CUDA.md
Last active March 13, 2024 23:42 — forked from wangruohui/Install NVIDIA Driver and CUDA.md
Install NVIDIA CUDA 9.0 on Ubuntu 16.04.4 LTS
@Mahedi-61
Mahedi-61 / cuda_11.8_installation_on_Ubuntu_22.04
Last active April 25, 2025 18:27
Instructions for CUDA v11.8 and cuDNN 8.9.7 installation on Ubuntu 22.04 for PyTorch 2.1.2
#!/bin/bash
### steps ####
# Verify the system has a cuda-capable gpu
# Download and install the nvidia cuda toolkit and cudnn
# Setup environmental variables
# Verify the installation
###
### to verify your gpu is cuda enable check
@aplz
aplz / draw_text_with_background_opencv.py
Last active February 3, 2025 23:46
draw text with background // opencv
import cv2 # opencv
import numpy as np
font_scale = 1.5
font = cv2.FONT_HERSHEY_PLAIN
# set the rectangle background to white
rectangle_bgr = (255, 255, 255)
# make a black image
img = np.zeros((500, 500))
@lyshie
lyshie / config-deb-i386.json
Last active October 10, 2024 18:46
Scratch Desktop (Scratch 3.0 Offline Editor) on GNU/Linux
{
"src": "/tmp/scratch-desktop/",
"dest": "/tmp/",
"arch": "i386",
"icon": "/tmp/scratch-desktop/resources/Icon.png",
"categories": [
"Education"
]
}