This is the repo that houses the reports and source code for my masters project titled "Anomaly Detection At The LHC Using Autoencoders". Supervised by Dr. Katya Govorkova (CERN), Dr. Maurizio Pierini (CERN), Dr. Aidan Robson (University of Glasgow), Dr Baptiste Ravina (University of Glasgow), and Dr. José Cano Reyes (University of Glasgow).