Conifer

First `conifer` release.
Available converters:
- `sklearn`
- `xgboost`
- `TMVA`

Available backends:
- `vivadohls`
- `vitishls`
- `xilinxhls` (use whichever Vitis/Vivado HLS is available)
- `vhdl`