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: