Simon's repositories
rnn_lstm_nikkei225_predictions
Using LSTM RNN to predict the stock price for next day on the nikkei225
looking-binormal
Stream anomaly monitoring using stats written in golang Topics Resources
observed_values
Bloom filter to check for breach credentials
looking-normal
Web service using surprisal analysis to flag anomalies submitted by clients
beatsaber-map-generator
PoC python code that generates new Beat Saber mapping based on existing maps
bitcoin-wallet-monitor
Takes a list of addresses, and monitor outgoing transactions
earthquake_typhoon_correlation
Bayes Factors, Monte Carlo Simulations, Earthquake and Typhoon correlation
countbayesie
Trying countbayesie.com's examples
eventflow_oracle
Query a stream of logs instantly to find out if a defined set of actions were done by a user
bayesian_nash_equilibrium_notebook
Bayesian Nash Equilibrium applied to information security risk evaluation and decision making
bad_secret
Proof of concept to demonstrate that protecting something by hashing with a known secret is a bad idea.
find_outliers_in_logs
Using Information Theory and Surprisal Analysis to group users by behaviour from logs
breach_risk_analysis_bayes_network
Complex Bayes Network, modeling a scenario inspired from the Twitter Email Breach in March 2018
naive_bayes_author_notebook
Identifying the probable author of a message from it's previous texts
simple_bayes_network_notebook
Jupyter Notebook implementation of a Bayes Network (student network), including the graphviz auto graph generation, and auto configure of pgmpy
naive_bayes_learning_notebook
Naive Bayes, Learning a Model From Data, Then Checking Events Against Our Model
naive_bayes_notebook
Updating prior probabilities using Naive Bayes probabilities, based on a serie of events