License
Titli is licensed under the MIT License.
MIT License
Copyright (c) 2025 Subrat Kumar Swain, IIT Delhi
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Full License
The complete license text is available in the LICENSE file in the repository.
Third-Party Licenses
Titli depends on several open-source libraries, each with their own licenses:
PyTorch: BSD-style license
NumPy: BSD license
Pandas: BSD license
scikit-learn: BSD license
Scapy: GPL v2
Matplotlib: PSF-based license
SciPy: BSD license
tqdm: MIT/MPL license
Please refer to the individual project pages for complete license information.
Contributing
Contributions to Titli are welcome! By contributing, you agree to license your contributions under the MIT License. See the repository’s CONTRIBUTING guidelines for more information.
For questions or concerns about licensing, please open an issue on the GitHub repository.