data-man-34 Goto Github PK

02456_vggish_deep_ensemble

A VGGish implementation with Deep Ensemble used for the TUT Acoustic Scene dataset

1maxcnn

1-max pooling CNN for robust audio event recognition

3dcae-hyperspectral-classification

Unsupervised Spatial-Spectral Feature Learning by 3-Dimensional Convolutional Autoencoder for Hyperspectral Classification

aaltd18

Data augmentation using synthetic data for time series classification with deep residual networks

ad_examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

ada-knn

A MATLAB implementation of Adaptive k-Nearest Neighbor Algorithms called Ada-kNN and Ada-kNN2 (alongside a global weighting scheme for handling class imbalance).

adv-ml-computer-vision

Coursera hosted course solutions for Computer vision - https://www.coursera.org/learn/deep-learning-in-computer-vision

ae_ts

Auto encoder for time series

air-quality-prediction

Repository of KDD Cup, 2018.

alzheimerserp

Machine Learning models for early detection of Alzheimer's disease using event-related potentials.

amazon-product-recommender-system

Sentiment analysis on Amazon Review Dataset available at http://snap.stanford.edu/data/web-Amazon.html

animation-with-plotly

Animation with Plotly

aspect-extraction

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

attention-based-lstm-for-aspect-level-sentiment-classification

paper reading

audio-event-features

This features set was implemented in my following works:

audio_classification

awesome-capsule-networks

A curated list of awesome resources related to capsule networks

awesome-sentiment-analysis

Repository with all what is necessary for sentiment analysis and related areas

awesome-visual-question-answering-vqa

A reading list (and code) of resources dedicated to visual question answering.

awesome_machine_learning_solutions

A curated list of repositories for my book Machine Learning Solutions.

bigproject

EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models

book-deep-learning-applications-with-applications-using-python

Chapterwise code available in the book

brainbench-cnnvisualizations

We study the correlation between the CNN activations of various images from ImageNet on CNN architecture such as ResNet50, VGGNet, Inception V3, AlexNet and with that of the Brain data vectors obtained through FMRI, EEG, MEG etc

capse

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

capsfall

Fall Detection Using Ultra-Wideband Radar and Capsule Network

capsnet

Implementation of the Capsule Network architecture with tensorflow

capsnet-with-capsulewise-convolution

My realization of new Hinton's CapsNet with routing and capsule-wise convolution

capsule-gan

An attempt at developing a GAN based on Capsule Net for Discriminator and Inverse-Capsule for Generator

capsule-net-tf

A tiny implementation of Capsule Network

capsule-network

Keras and tensorflow implementation of capsule network.