Add support for additional ML/DL frameworks

[karlhigley]

• XGBoost (via FIL)
  • Add an Operator for Forest Inference Libary (FIL) Triton backend. #110
  • Add Forest Inference Operator  #118
• PyTorch
• HugeCTR
• implicit
• lightFM