Keishiro Kawabata's repositories
Yahoo_recommendation
Yahoo! news article recommendation system by linUCB
Shape-from-Silhouettes
3D reconstruction with shape of silhouettes
Sketch-RNN
Sketch-RNN model with keras implementation
CONDENSATION-tracker
Object tracking with particle filters
Neural-Machine-Translation-with-Attention
Seq2Seq + Attention for machine translation (English -> Japanese)
electrocardiogram-classification
Classification of electrocardiogram time series
material-property-prediction
Feature engineering for inorganic materials properties prediction and building a prediction model.
text-classification
text classification with tensorflow and keras
CNN-for-CIFAR10
Convolutional Neural Netwoks for CIFAR10 dataset with keras. Accuracy for test set is 0.8895 after 70 epochs.
hands-on-machine-learning
execute codes in hands-on machine learning book
HarrisCornerDetection
Feature matching with Harris Corner Detector and simple feature extraction
Image-Segmentation
Image segmentation by EM algorithm and Mean-shift
Locality-Sensitive-Hashing
Approximate nearest neighbour with Locality Sensitive Hashing
Parallel-SGD
Image classification by Parallel SGD with Random Fourier Features