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@AdityaSoni19031997
AdityaSoni19031997 / kaggle_av_nlp_preprocess.py
Created October 23, 2018 15:41
#from my repo
#https://github.com/AdityaSoni19031997/Machine-Learning/blob/master/AV/AV_Enigma_NLP_functional_api.ipynb
def preprocess_word(word):
# Remove punctuation
word = word.strip('\'"?!,.():;')
# Convert more than 2 letter repetitions to 2 letter
# funnnnny --> funny
word = re.sub(r'(.)\1+', r'\1\1', word)
# Remove - & '
@AdityaSoni19031997
AdityaSoni19031997 / analyze_stack_python.py
Created October 27, 2018 08:03
#!/usr/bin/env python
# encoding: utf-8
import sys
def trace_calls_and_returns(frame, event, arg):
co = frame.f_code
func_name = co.co_name
if func_name == 'write':
# Ignore write() calls from print statements
@AdityaSoni19031997
AdityaSoni19031997 / current_stats_1-10.md
Last active December 15, 2018 07:43
@AdityaSoni19031997
AdityaSoni19031997 / bounding_box.md
Created December 22, 2018 18:03
bbox Generation
@AdityaSoni19031997
AdityaSoni19031997 / av_sig.md
Created January 9, 2019 04:07

1.251.423.0 1.279.441.0 1.257.387.0 1.275.1078.0 1.249.88.0 1.275.1080.0 1.257.401.0 1.275.1744.0 1.275.1346.0 1.249.715.0

@AdityaSoni19031997
AdityaSoni19031997 / colab_setup
Created February 19, 2020 00:49
# Installs PyTorch, PyTorch/XLA, and Torchvision
# Copy this cell into your own notebooks to use PyTorch on Cloud TPUs
# Warning: this may take a couple minutes to run
import collections
from datetime import datetime, timedelta
import os
import requests
import threading
@AdityaSoni19031997
AdityaSoni19031997 / itera_dataloader_example.py
Created April 14, 2020 18:47 — forked from ccj5351/itera_dataloader_example.py
Modified code with the article "How to Build a Streaming DataLoader with PyTorch" at https://medium.com/speechmatics/how-to-build-a-streaming-dataloader-with-pytorch-a66dd891d9dd.
import random
from itertools import chain, cycle, islice
import torch.utils.data as data
import matplotlib.pyplot as plt
from matplotlib.patches import Rectangle
import time
import torch
import numpy as np
@AdityaSoni19031997
AdityaSoni19031997 / redis.py
Created April 18, 2021 09:39 — forked from hanneshapke/redis.py
Load word vectors into a redis db
import bz2
import pickle
from django.conf import settings
from djang_redis import get_redis_connection
from tqdm import tqdm
from .constants import GOOGLE_WORD2VEC_MODEL_NAME
@AdityaSoni19031997
AdityaSoni19031997 / NOTES.md
Created July 14, 2021 07:03 — forked from wvengen/NOTES.md
Semantic web of food notes
@AdityaSoni19031997
AdityaSoni19031997 / gist:0916ddf3d0918d4980eac13d3411fbfa
Created July 23, 2021 18:03 — forked from Nicksil/gist:5646003
Python - Knuth-Morris-Pratt (KMP) string-matching algorithm
# File: KnuthMorrisPratt.py
# Author: Keith Schwarz (htiek@cs.stanford.edu)
#
# An implementation of the Knuth-Morris-Pratt (KMP) string-matching algorithm.
# This algorithm takes as input a pattern string P and target string T, then
# finds the first occurrence of the string T in the pattern P, doing so in time
# O(|P| + |T|). The logic behind the algorithm is not particularly complex,
# though getting it to run in linear time requires a few non-obvious tricks.
#
# To motivate KMP, consider the naive algorithm for trying to match a pattern