Additional Machine Learning Project Ideas and Areas of Interest
Project Description
Toolkit for Multivariate Analysis (TMVA) is a multi-purpose machine learning toolkit integrated into the ROOT scientific software framework, used in many particle physics data analysis and applications. The following are also areas of interest with impactful applications to particle physics
Task ideas and expected results
- Unsupervised learning: deep auto-encoders, restricted boltzmann machines (RBMs)
- Deep learning: recurrent neural networks (RNNs), LTSM, complex-valued neural networks
Requirements
Strong C++ skills, good understanding of machine learning algorithms