Pinned

1. improved-bagan-gp improved-bagan-gp Public

   Generate high quality images for each class even with an imbalanced dataset. An improved version of Balancing GAN.

   Python 31 9

2. Generative-Dog-Images-GAN Generative-Dog-Images-GAN Public

   This project comes from a Kaggle Competiton named Generative-Dog-Images. Deep Convolutional GAN (DCGAN) and Conditional GAN (cGAN) are applied to generate dog images. Created a model to randomly ge…

   Python

3. Blood-Cells-Recognition Blood-Cells-Recognition Public

   Created a computer vision model based on images taken with microscope and identified different types of blood cells that indicated different stages of malaria.

   Python 1

4. Visualization-COVID-19 Visualization-COVID-19 Public

   Visualized the spread of COVID-19 over time in the webpage. Embedded easy-to-use dashboard based on Tableau and ECharts for comparison by users.

   JavaScript

5. Santander-Transaction-Prediction-with-GridSearchCV Santander-Transaction-Prediction-with-GridSearchCV Public

   Built sklearn pipeline to perform multiple models hyperparameter tuning with Grid Search Cross-Validation.

   Jupyter Notebook 1

6. Visualization-Flight-Delay Visualization-Flight-Delay Public

   Applied plotly, pandas, seaborn packages to visualize the complex dataset of flight delays in the US.

   Jupyter Notebook