Locality-Sensitive-Hashing

A python implementation of localitiy sensitive hashing(lsh).

To run, clone repo first using:

git clone https://github.com/POOSARLADIVAKAR/LSH.git

Steps

cd LSH

• Add All files into Corpus folder and pass it to Preprocessing by adding directory_path

• Run python main.py or run individual files

• Run individual files :

  • python preprocess.py
  • python shingle.py
  • python singnature.py
  • python lsh.py

Dependencies

following python modules are required:

• pandas
• numpy
• pickle
• tqdm
• OS
• time