https://github.com/melling/ml-mnist-kaggle-digit-recognizer
MNIST Solutions on Kaggle
https://github.com/melling/ml-mnist-kaggle-digit-recognizer
Last synced: 13 days ago
JSON representation
MNIST Solutions on Kaggle
- Host: GitHub
- URL: https://github.com/melling/ml-mnist-kaggle-digit-recognizer
- Owner: melling
- Created: 2022-07-04T19:50:13.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2022-09-22T16:29:40.000Z (almost 4 years ago)
- Last Synced: 2025-02-23T01:35:40.595Z (over 1 year ago)
- Language: Jupyter Notebook
- Size: 754 KB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# MNIST Solutions on Kaggle
## Notebooks
- [KNN](digit-recognizer-knn.ipynb)
- [SVM](digit-recognizer-svm.ipynb)
- [SVM + Intel Extensions](mnist-svm-intel.ipynb)
- [DNN](mnist-dnn.ipynb)
- [CNN](mnist-cnn.ipynb)
## Topics
- ConvNets
- Regularization
- BatchNormalization
- Dropout
- Learning Rate
- Optimizers
- Weight Initialization
- he_
- Activation Functions
- he_normal