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Image classification

2020 Digit Recognizer as My First Entry : Score 0.987/ranking 1035

https://www.kaggle.com/c/digit-recognizer/overview

Using Pytorch + CNN

Image Transfer Learning

Pretrained Model Introduction

Dogs vs. Cats

https://www.kaggle.com/c/dogs-vs-cats

Using Pytorch + transfer learning: VGG16 However, the submission disabled, but still have another kernels enabled. https://www.kaggle.com/c/dogs-vs-cats-redux-kernels-edition/submit

Malaria Cell Images Dataset

https://www.kaggle.com/iarunava/cell-images-for-detecting-malaria

Using Pytorch + transfer learning: ResNet50 + tqdm for training progress bar

NLP

2021 Toxic Comment Classification Challenge

https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge/overview

late submission LSTM_Toxic Comment Classification Challenge public score:0.97652 ranking: 2955

Natural Language Processing with Disaster Tweets

https://www.kaggle.com/c/nlp-getting-started/overview

First Entry! 💪 🔥 Natural Language Processing with Disaster Tweets public score:0.81949 ranking: 383

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