SciREX: Scientific Research and Engineering eXcellence

SciREX is an open-source scientific AI and machine learning framework designed for researchers and engineers. Jointly developed by Zenteiq Aitech Innovations Private Limited and the AiREX (AI for Research and Engineering eXcellence) Lab at Indian Institute of Science, Bangalore, SciREX bridges the gap between theoretical research and practical implementation while maintaining mathematical rigor and computational efficiency.

Key Features

Research-First Design: Built specifically for scientific computing and research workflows
Mathematical Foundations: Strong emphasis on mathematical correctness and theoretical foundations
Hardware Optimization: Efficient implementation with GPU acceleration support
Reproducible Research: Built-in experiment tracking and result reproduction capabilities
Scientific Visualization: Publication-ready plotting and visualization tools
Industrial Integration: Enterprise-ready solutions backed by Zenteiq's industrial expertise

Core Capabilities

Scientific Computing
Physics-Informed Neural Networks (PINNs)
Differential Equation Solvers
Scientific Data Analysis
Machine Learning
Classical ML Algorithms
Deep Learning Models
Custom Loss Functions
Advanced Optimizers
Research Tools
Experiment Management
Result Visualization
Benchmark Datasets
Performance Metrics

Getting started

Clone the SciREX repo

mkdir scirex
cd scirex
git clone https://github.com/zenoxml/SciREX.git

Create a virtual environment
```
python3 -m venv .
source bin/activate
```
Install dependencies using:
```
pip install -e .
```
This completes the installation. Check out the examples for usage

Documentation

Visit our documentation for:

Getting Started Guide
API Reference
Mathematical Background
Tutorials and Examples
Contribution Guidelines

License

Software License

SciREX is licensed under the Apache License, Version 2.0 (the "License"). You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Intellectual Property

Copyright Holders

Components and Libraries

The core SciREX framework and its original components are copyright of the above holders
Third-party libraries and dependencies are subject to their respective licenses
Mathematical algorithms and scientific methods implemented may be subject to their own patents or licenses

Contributing

We welcome contributions from both the research and industrial communities! Please see our Contributing Guidelinesfor details.

Community

Discord

Official Partners

ARTPARK (AI & Robotics Technology Park) at IISc
In discussion with NVIDIA and other technology companies

Acknowledgments

SciREX is developed and maintained through the collaborative efforts of Zenteiq Aitech Innovations and the AiREX Lab at IISc Bangalore. We thank all contributors from both industry and academia for their valuable input and support in advancing scientific computing.

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