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@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;
@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)
@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 \
@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
@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
@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"
@Brainiarc7
Brainiarc7 / ffmpeg-howto-localfiles-manipulation.md
Created July 25, 2016 13:43
This is a standard how-to for FFmpeg's usage with local files and streams. Small hand-book detailing common encode scenarios in a standard workflow.

Standard FFmpeg How-to

Table of Contents

* Generic Syntax

* Main Options

* Encoding :
@protrolium
protrolium / ffmpeg.md
Last active April 27, 2025 21:52
ffmpeg guide

ffmpeg

Converting Audio into Different Formats / Sample Rates

Minimal example: transcode from MP3 to WMA:
ffmpeg -i input.mp3 output.wma

You can get the list of supported formats with:
ffmpeg -formats

You can get the list of installed codecs with:

@syllog1sm
syllog1sm / gist:10343947
Last active September 19, 2024 23:54
A simple Python dependency parser
"""A simple implementation of a greedy transition-based parser. Released under BSD license."""
from os import path
import os
import sys
from collections import defaultdict
import random
import time
import pickle
SHIFT = 0; RIGHT = 1; LEFT = 2;
@ax3l
ax3l / CUDA_Compilers.md
Last active May 13, 2025 12:35
CUDA Compilers