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deep_learning's Introduction

To run for Part2:

navigate to script/stage_2_script

Run: script_mlp.py

To run for Part 3:

navigate to script/stage_3_script

For ORL Dataset run: script_cnn_ORL.py

For MNIST Dataset run: script_cnn_MNIST.py

For CIFAR-10 Dataset run: script_cnn_CIFAR.py

To run for Part 4:

Add all the datasets into the data/stage_4_data

For Text Classification

add nltk package and follow the below commands on the python console for stage 4 downloading using nltk

import nltk
nltk.download('punkt')
import nltk
nltk.download('stopwords')

In the stage_4_script side make a directory called .vector_cache and add the glove 100d file into it

then go to stage_4_script and run: script.py

For Text Generation

install pandas library run script: script_TG.py

To run for Part5:

navigate to script/stage_2_script

Run: script_cora.py for CORA dataset

Run: script_pubmed.py for PUBMED dataset

Run: script_citeseer.py for CITESEER dataset

deep_learning's People

Contributors

yinani24 avatar ryan-vakhshoori avatar saigonu avatar aarush65 avatar

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