Fraud Detection Credit Card Account Origination
This project commissions to examine the 100,000 credit card application data, detect abnormality and potential fraud in the dataset. All data manipulation and analysis are conducted in R. Featured analysis methods include Principal Component Analysis (PCA), Heuristic Algorithm and Autoencoder.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Dimensionality_reduction_alo_codes | 1,949 | a year ago | 4 | apache-2.0 | Python | |||||
| 特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现 | ||||||||||
| Robustautoencoder | 110 | 4 years ago | mit | Jupyter Notebook | ||||||
| A combination of Autoencoder and Robust PCA | ||||||||||
| Visualml | 106 | a year ago | 11 | gpl-3.0 | CSS | |||||
| Interactive Visual Machine Learning Demos. | ||||||||||
| Autoencoder Tensorboard T Sne | 54 | 5 years ago | 1 | mit | Python | |||||
| Plugging TensorBoard in an autoencoder on the MNIST dataset for demonstrating t-SNE embeddings visualization of unsupervised machine learning. | ||||||||||
| Tensorflow_advanced_tutorials | 52 | 5 years ago | Python | |||||||
| Tensorflow의 고급스러운 사용을 위한 튜토리얼 입니다. | ||||||||||
| Learning Wasserstein Embeddings | 35 | 6 years ago | 2 | Python | ||||||
| Keras implementation of Deep Wasserstein Embeddings | ||||||||||
| Zeta Learn | 27 | 4 years ago | 15 | October 16, 2019 | 1 | mit | Python | |||
| zeta-lean: minimalistic python machine learning library built on top of numpy and matplotlib | ||||||||||
| Fun With Mnist | 18 | 6 years ago | n,ull | Python | ||||||
| Playing with MNIST. Machine Learning. Generative Models. | ||||||||||
| Normae | 16 | 3 years ago | 2 | mit | Python | |||||
| Batch effects removal method based on deep autoencoder and adversarial learning | ||||||||||
| Pca Svd Autoencoder Fourier Wavelet Transformation For Denoising | 15 | 2 years ago | mit | Python | ||||||
| PCA-SVD-Autoencoder-Fourier-Wavelet-Transformation-for-denoising | ||||||||||
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Identity
Autoencoder
Pca
Credit Card
Data Manipulation