├── .github └── dependabot.yml ├── .gitignore ├── Data Cleaning and Lemmatization.ipynb ├── EDA.ipynb ├── README.md ├── Random Forest.ipynb ├── Recurrent Neural Network.ipynb ├── SC1015 Project.pdf ├── Support Vector Machine.ipynb ├── dataset └── fake_job_postings.csv ├── lemmatized_text.csv ├── requirements.txt └── rnn_weights.h5 /.github/dependabot.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/edward62740/sc1015-project/HEAD/.github/dependabot.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints 2 | glove_embeddings/* -------------------------------------------------------------------------------- /Data Cleaning and Lemmatization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/edward62740/sc1015-project/HEAD/Data Cleaning and Lemmatization.ipynb -------------------------------------------------------------------------------- /EDA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/edward62740/sc1015-project/HEAD/EDA.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/edward62740/sc1015-project/HEAD/README.md -------------------------------------------------------------------------------- /Random Forest.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/edward62740/sc1015-project/HEAD/Random Forest.ipynb -------------------------------------------------------------------------------- /Recurrent Neural Network.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/edward62740/sc1015-project/HEAD/Recurrent Neural Network.ipynb -------------------------------------------------------------------------------- /SC1015 Project.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/edward62740/sc1015-project/HEAD/SC1015 Project.pdf -------------------------------------------------------------------------------- /Support Vector Machine.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/edward62740/sc1015-project/HEAD/Support Vector Machine.ipynb -------------------------------------------------------------------------------- /dataset/fake_job_postings.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/edward62740/sc1015-project/HEAD/dataset/fake_job_postings.csv -------------------------------------------------------------------------------- /lemmatized_text.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/edward62740/sc1015-project/HEAD/lemmatized_text.csv -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/edward62740/sc1015-project/HEAD/requirements.txt -------------------------------------------------------------------------------- /rnn_weights.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/edward62740/sc1015-project/HEAD/rnn_weights.h5 --------------------------------------------------------------------------------