DM2021-Lab2

Student Information

Name: 廖品捷

Student ID: 110062537

GitHub ID: JamesLiao714

Kaggle name: 台灣更有力

Kaggle private scoreboard snapshot: 5/95

Snapshot

---

• Requirement

  • Pytorch GPU version
  • transformers

1. ISA5810 Data Mining Lab 2 (take home exercise)

   DM2021_Lab2_master.ipynb

2. kaggle competition - Emotion recognition on twitter

   Please load the dataset and see the introduction of the contest here.

   Gen_model.py - Generate the language model for our prediction.

   Emotion_pred.ipynb - Competition report dmonstrating how I infer the emotion of tweets and analyze the given data, including model selection, preprocessing, etc.

   dataset.py - Features engineering