frank0532 / KPCA
Illustrate and code both PCA and KPCA.
☆8Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for KPCA
- Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approa…☆71Updated 3 years ago
- using WGAN to generate fault bearing vibration signals☆49Updated 6 years ago
- MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).☆78Updated 2 years ago
- Tensorflow implementation of "Deep sparse representation-based classification"☆44Updated 5 years ago
- Study Notes☆22Updated 3 years ago
- The adaptively parametric ReLU is an activation function that performs non-identically for input samples.☆16Updated 4 years ago
- Feature fusion using Discriminant Correlation Analysis (DCA)☆62Updated 4 years ago
- Deep Autoencoder with Extreme Learning Machines☆13Updated 3 years ago
- Face classification based on sparse representation☆25Updated 5 years ago
- Weighted LSSVM for regression☆38Updated 5 years ago
- 利用最小二乘支持向量机进行分类器建模,改进鲸鱼算法(基于冯洛伊曼拓扑的鲸鱼算法)进行超参数寻优☆36Updated 4 years ago
- 用 MATLAB 实现深度学习网络中的 stacked auto-encoder:使用AE variant(de-noising / sparse / contractive AE)进行预训练,用BP算法进行微调☆41Updated 8 years ago
- ☆17Updated 6 years ago
- ☆33Updated 4 years ago
- ☆26Updated 6 years ago
- The code of Joint Learning CNN for Vibration Signal Denoising and Bearing Fault Diagnosis under Unknown Noise Condition.☆21Updated 3 years ago
- Source codes for paper "Enhanced sparse period-group lasso for bearing fault diagnosis"☆19Updated 4 years ago
- Matlab implementation of Extreme Learning Machine and variants☆31Updated 6 years ago
- Feature fusion using Canonical Correlation Analysis (CCA)☆48Updated 4 years ago
- Regularized K-SVD Algorithm☆43Updated 7 years ago
- BLS Code☆118Updated 5 years ago
- 宽度学习 Broad Learning System MATLAB 代码 / 寬度學習Broad Learning System MATLAB代碼(1):MNIST實踐☆14Updated 5 years ago
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆24Updated 5 years ago
- ☆10Updated 7 years ago
- TensorFlow implementation of a CNN based mechanical science paper☆45Updated 6 years ago
- PyTorch-1D-ACGAN for data generation. It can also work as classfier☆20Updated 3 years ago
- Probabilistic Neural Network for classification☆30Updated 5 years ago
- Several state-of-the-art fuzzy clustering algorithms, including Fuzzy c-means clustering, fuzzy subspace clustering and maximum entropy c…☆24Updated 4 years ago
- The code for paper "Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection"☆18Updated last year