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anomaly_detection

anomaly_detection_for_cern

This is code for my CERN presentation

appmulti

R Shiny app for multivariate analysis (Hierarchical cluster, K-means, PCA, EFA, CA, MANOVA and LDA)

arima-modelling

This project aims to teach you the fundamentals of Time Series Analysis in Python. More specifically this respository aims to two basic time series modelling techniques: AutoRegressive Integrated Moving Average Models (ARIMA), Seasonal AutoRegressive Integrated Moving Average Models (SARIMA).

credit-card-fraud-detection-using-autoencoders-in-keras

iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data

dashborad-rshiny

Dashborad Rshiny for Golbal Innovation Index GII

deep-learning-for-hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

ecommerce-customer-behavior

E commerce Customer Behavior using Jupyter

iot-data-analysis

Anomaly detection, analysis and time-series prediction based on the IOT data collected from the 54 sensors deployed in the Intel Berkeley Research lab

matrix-profile

A Python implementation of the matrix profile algorithm

matrix_profile

matrix_profile_2_outlier

matrixprofile-ts

A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

oranges_rshiny

Shiny dashboard used for analyzing and forecasting fictious data with time series methods (ARIMA and Linear Regression).

pygame_sudoku

Simple Sudoku game based python and pygame library

pymatrixprofile

Python implementation of matrix profile algorithms (http://www.cs.ucr.edu/~eamonn/MatrixProfile.html)

sky-lee

Anomaly Detection Python and Jupyter

sudoku

Simple sudoku game generator coded in python3

time-series-arima-xgboost-rnn

Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN

time-series-stumpy

Jupyter Notebooks for time series analysis using STUMPY (matrix profile)

time_series-subsequence_mining

Time series subsequence mining through Matrix_profile