5 skills found
tensorly / TorchTensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch
satyamt13 / Project Amazon Reviews NLP Recommender SystemMining , pre-processing and embedding over 1 million Amazon Movie & T.V. reviews to build a multi class Naive Bayes model and later a CNN-LSTM model (that uses the Naive Bayes model as a baseline) to predict rating from text. Interpreting the original classifier using local surrogate models using the LIME library. Using LDA topic modeling to build a theme based recommender from the reviews and using a model based collaborative filtering system using SVD matrix factorization to build a second recommender system.
nightlyjourney / CNN And Tensor Factorization For MVMTThis is about the Model I have designed which combines the power of Tensor Factorization and Convolutional Neural Network (CNN) for Multi-View Multi-Task Learning. The model has been trained on FOX dataset and illustrated superb performance. This work is done when I am working as an intern at Chinese Academy of Science, Institution of Automation. (CASIA)
pranayshyamkuwar / NMF For Classification Of Defects On Steel Surface Non-negative matrix factorization is applied for classification of defects on steel surface using CNN
hsaunchenlu / Machine Learning 2017This repository contain the In-Class projects I did in the machine learning course. The project topics include PM2.5 prediction, the annual salary prediction, image sentiment classification, content classification and movie recommend system. The ML technology used in these projects are linear regression, logistic regression, CNN, RNN and Metrix Factorization.
