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README.md
Recsys Challenge 1.1.ipynb
Recsys Challenge 2.ipynb
Recsys Challenge 6.ipynb
Recsys challenge 3.ipynb
Recsys challenge 4.ipynb
Recsys challenge 5.ipynb
Recsys challenge 7,8.ipynb
Recsys challenge 9,10.ipynb
codes.zip
data.txt

README.md

Dependencies required before running:

  1. Python 2.7.15
  2. scikit-surprise 1.0.6
  3. scipy 1.0.0
  4. gensim 3.4.0
  5. pandas 0.23.0
  6. anaconda jupyter-notebook

You will need to run the personal_stats.py and playlist_file_map.py in codes.zip file

  1. personal_stats.py this will create a list of occurences of artists, albums and tracks
  2. playlist_file_map.py this will creare a mapping of playlist to filename

Keep the mappings in mappings folder and stat files in stat folder You will need to readjust the directories accordingly

Use the data.txt to generate fasttext embeddings data.txt contains the playlist names