# atelier-quant
<br>
## Inter-arrival Times Modeling
### Fit
Loads parquet data, fits a univariate Hawkes process (MLE), compares against a Poisson benchmark, and writes a model artifact to disk. Core functionality provided by inter_fit.rs, and the config elements are in `atelier-quant/configs/inter_fit.toml`.
usage:
```
inter_fit --config configs/inter_fit.toml
```
### Serve
---
**`atelier-quant`** is a member of the [atelier-rs](https://github.com/iteralabs/atelier-rs) workspace, which has other published crates:
- [atelier-data](https://crates.io/crates/atelier-data):
- [atelier-engine](https://crates.io/crates/atelier-engine):
- [atelier-retro](https://crates.io/crates/atelier-retro):
- [atelier-rs](https://crates.io/crates/atelier-rs):
there are Github hosted artifacts:
- [benches](https://github.com/IteraLabs/atelier-rs/tree/main/benches):
- [datasets](https://github.com/IteraLabs/atelier-rs/tree/main/datasets):
and consider this for the Development cycle:
- [examples](https://github.com/IteraLabs/atelier-rs/tree/main/examples):
- [tests](https://github.com/IteraLabs/atelier-rs/tree/main/tests):