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1. WKPimpleFoam WKPimpleFoam Public

   Integrate WK-2/3 model into OpenFoam slover pimpleFoam

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2. Sentiment-Network Sentiment-Network Public

   This is a project on natural language processing, which adopted a deep neural network to recognise a movie comment is postive or negative. The Sentiment_Classification_Projects.ipynb constructs the…

   Jupyter Notebook 1

3. Bike-sharing-project Bike-sharing-project Public

   The project uses deep-neural-network and datasets of a bike-sharing company to predict the number of daily users.

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4. linear-regression-practice linear-regression-practice Public

   The practice uses datasets to linearly predict the price of house.

   Python

5. Character-Level-Language-Models-LSTM-Practice Character-Level-Language-Models-LSTM-Practice Public

   It is a character-wise RNN trained on Anna Karenina. It'll be able to generate new text based on the text from the book. This network is based off of Andrej Karpathy's post on RNNs and implementati…

   Jupyter Notebook

6. Dog-image-recognition-with-CNN Dog-image-recognition-with-CNN Public

   This project trains several models provided by Torchvision (e.g., ResNet, AlexNet, VGGNet) with tens of dog pictures.

   Python