semvec/pypi-packages huggingface dataset:
OpenGeode-Stochastic 1.19.3
A module of the OpenGeode framework for stochastic modeling, simulation and bayesian inference
License: MIT
Requires Python: <3.13,>=3.9

<h1 align="center">OpenGeode-Stochatic<sup><i>by Geode-solutions</i></sup></h1>
<h3 align="center">A module of the OpenGeode framework for stochastic modeling, simulation and bayesian inference.</h3>

<p align="center">
  <img src="https://github.com/Geode-solutions/OpenGeode-Stochatic/workflows/CI/badge.svg" alt="Build Status">
  <img src="https://github.com/Geode-solutions/OpenGeode-Stochatic/workflows/CD/badge.svg" alt="Deploy Status">
  <img src="https://codecov.io/gh/Geode-solutions/OpenGeode-Stochatic/branch/master/graph/badge.svg" alt="Coverage Status">
  <img src="https://img.shields.io/github/release/Geode-solutions/OpenGeode-Stochatic.svg" alt="Version">
</p>

<p align="center">
  <img src="https://img.shields.io/static/v1?label=Windows&logo=windows&logoColor=white&message=support&color=success" alt="Windows support">
  <img src="https://img.shields.io/static/v1?label=Ubuntu&logo=Ubuntu&logoColor=white&message=support&color=success" alt="Ubuntu support">
  <img src="https://img.shields.io/static/v1?label=Red%20Hat&logo=Red-Hat&logoColor=white&message=support&color=success" alt="Red Hat support">
  <img src="https://img.shields.io/static/v1?label=macOS&logo=apple&logoColor=white&message=support&color=success" alt="macOS support">
</p>

<p align="center">
  <img src="https://img.shields.io/badge/C%2B%2B-11-blue.svg" alt="Language">
  <img src="https://img.shields.io/badge/license-MIT-blue.svg" alt="License">
  <img src="https://img.shields.io/badge/%20%20%F0%9F%93%A6%F0%9F%9A%80-semantic--release-e10079.svg" alt="Semantic-release">
  <a href="https://slackin-opengeode.herokuapp.com">
    <img src="https://slackin-opengeode.herokuapp.com/badge.svg" alt="Slack invite">
  </a>
  <a href="https://doi.org/10.5281/zenodo.3610370">
    <img src="https://zenodo.org/badge/DOI/10.5281/zenodo.3610370.svg" alt="DOI">
  </a>

---

## Introduction

## Documentation

## Questions

For questions and support please use the official [slack](https://slackin-opengeode.herokuapp.com) and go to the channel #module_template. The issue list of this repo is exclusively for bug reports and feature requests.

## Interesting other projects

DRlib is a C++ library for modeling, simulation and inference of marked point processes:
https://gitlab.univ-lorraine.fr/labos/iecl/drlib

## License

[MIT](https://opensource.org/licenses/MIT)

Copyright (c) 2019 - 2026, Geode-solutions
titiler-application 2.0.0a2
A modern dynamic tile server built on top of FastAPI and Rasterio/GDAL.
License: MIT
Requires Python: >=3.11
Keywords: COG, Dynamic tile server, Fastapi, GDAL, MosaicJSON, OGC, Rasterio, STAC

## titiler.application

<img style="max-width:400px" src="https://user-images.githubusercontent.com/10407788/115224800-53d9d980-a0db-11eb-86c3-1c94fde3ed4a.png"/>
<p align="center">Titiler's demo application.</p>

## Installation

```bash
python -m pip install -U pip

# From Pypi
python -m pip install titiler.application

# Or from sources
git clone https://github.com/developmentseed/titiler.git
cd titiler && python -m pip install -e src/titiler/core -e src/titiler/extensions -e src/titiler/mosaic -e src/titiler/xarray -e src/titiler/application
```

Launch Application
```bash
$ python -m pip install uvicorn
$ uvicorn titiler.application.main:app --reload
```

## Package structure

```
titiler/
 └── application/
    ├── tests/                   - Tests suite
    └── titiler/application/     - `application` namespace package
        ├── templates/
        |   └── index.html       - Landing page
        ├── main.py              - Main FastAPI application
        └── settings.py          - demo settings (cache, cors...)
```
titiler-mosaic 2.0.0a2
cogeo-mosaic (MosaicJSON) plugin for TiTiler.
License: MIT
Requires Python: >=3.11
Keywords: COG, Dynamic tile server, Fastapi, GDAL, MosaicJSON, OGC, Rasterio, STAC

## titiler.mosaic

<img style="max-width:400px" src="https://github.com/user-attachments/assets/14b92588-14eb-4b37-b862-cc5d0d8015c9"/>

Adds support for Mosaic in Titiler. `Mosaic's` backend needs to be built on top of rio-tiler's Mosaic Backend https://cogeotiff.github.io/rio-tiler/advanced/mosaic_backend/

## Installation

```bash
python -m pip install -U pip

# From Pypi
python -m pip install titiler.mosaic

# Or from sources
git clone https://github.com/developmentseed/titiler.git
cd titiler && python -m pip install -e src/titiler/core -e src/titiler/mosaic

# install cogeo-mosaic for MosaicJSON support
python -m pip install cogeo-mosaic
```

## How To

```python
from fastapi import FastAPI
from titiler.mosaic.factory import MosaicTilerFactory

from cogeo_mosaic.backends import MosaicBackend

# Create a FastAPI application
app = FastAPI(
    description="A Mosaic tile server",
)

# Create a set of Mosaic endpoints using MosaicJSON backend from cogeo-mosaic project
mosaic = MosaicTilerFactory(backend=MosaicBackend)

# Register the Mosaic endpoints to the application
app.include_router(mosaic.router, tags=["MosaicJSON"])
```

## Package structure

```
titiler/
 └── mosaic/
    ├── tests/                   - Tests suite
    └── titiler/mosaic/          - `mosaic` namespace package
        ├── models/
        |   └── responses.py     - mosaic response models
        ├── errors.py            - mosaic known errors
        ├── extensions.py        - extensions
        └── factory.py           - Mosaic endpoints factory
```
titiler-core 2.0.0a2
A modern dynamic tile server built on top of FastAPI and Rasterio/GDAL.
License: MIT
Requires Python: >=3.11
Keywords: COG, Dynamic tile server, Fastapi, GDAL, MosaicJSON, OGC, Rasterio, STAC

## titiler.core

Core of Titiler's application. Contains blocks to create dynamic tile servers.

## Installation

```bash
python -m pip install -U pip

# From Pypi
python -m pip install titiler.core

# Or from sources
git clone https://github.com/developmentseed/titiler.git
cd titiler && python -m pip install -e src/titiler/core
```

## How To

```python
from fastapi import FastAPI
from titiler.core.factory import TilerFactory

# Create a FastAPI application
app = FastAPI(
    description="A lightweight Cloud Optimized GeoTIFF tile server",
)

# Create a set of COG endpoints
cog = TilerFactory()

# Register the COG endpoints to the application
app.include_router(cog.router, tags=["Cloud Optimized GeoTIFF"])
```

## Package structure

```
titiler/
 └── core/
    ├── tests/                   - Tests suite
    └── titiler/core/            - `core` namespace package
        ├── algorithm/
        |   ├── base.py          - ABC Base Class for custom algorithms
        |   ├── dem.py           - Elevation data related algorithms
        |   └── index.py         - Simple band index algorithms
        ├── models/
        |   ├── response.py      - Titiler's response models
        |   ├── mapbox.py        - Mapbox TileJSON pydantic model
        |   └── OGC.py           - Open GeoSpatial Consortium pydantic models (TileMatrixSets...)
        ├── resources/
        |   ├── enums.py         - Titiler's enumerations (e.g MediaType)
        |   └── responses.py     - Custom Starlette's responses
        ├── templates/
        |   ├── map.html         - Simple Map viewer (built with leaflet)
        |   └── wmts.xml         - OGC WMTS document template
        ├── dependencies.py      - Titiler FastAPI's dependencies
        ├── errors.py            - Errors handler factory
        ├── middleware.py        - Starlette middlewares
        ├── factory.py           - Dynamic tiler endpoints factories
        ├── routing.py           - Custom APIRoute class
        ├── telemetry.py         - OpenTelemetry tracing functions
        └── utils.py             - Titiler utility functions
```