The code of GeoData-A&M course

Clustering(K-Means) and Regression(RNN).

Dataset: 2020 Covid-19 Cases Data

Dependence:

numpy pytorch sklearn matplotlib pandas

How to use:

Run all cells in ./hw1/hw1.ipynb

Clustering Result:

Classify(KNN & CNN).

Dataset: 100 Sports Image Classification

Dependence:

numpy pytorch sklearn matplotlib pandas PIL torchvision

How to use:

• Download the dataset, and move it to folder dataset
• Run all cells in ./hw2/hw2.ipynb

CNN Classify Result:

Text mining, and NLP.

Dataset: javaGithub dataset

Dependence:

transformers pytorch fuzzywuzzy

How to use:

current version can't run correctly.

• Download the dataset,
• Run ipynb

Result: