Oscar Gonzalez's repositories
awesome-AI-books
Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
Bearing_Analysis
Anomaly Detection on Machine Failures based on 4 different Bearings
DeepADoTS
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
generative-vc
Deep Learning - Voice Conversion using Generative Techniques
keras-anomaly-detection
Anomaly detection implemented in Keras
LSTM-Autoencoder-for-Anomaly-Detection
AI deep learning neural network for anomaly detection using Python, Keras and TensorFlow
lstm_anomaly_thesis
Anomaly detection for temporal data using LSTMs
MSCRED
tensorflow implement the paper A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data
predictive-maintenance
Baseline study on the development of predictive maintenance techniques using open data. Two problems are discussed: classifying a vibration signal as healthy or faulty and on the other hand, given a signal predicting time to failure based on early anomaly detection.
rl-an-introduction
Exercises from Sutton and Barto book Reinforcement Learning An Introduction
Variational-Lstm-Autoencoder
Lstm variational auto-encoder API for time series anomaly detection and features extraction