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Ronaldson Bellande
2025-01-31 11:11:32 -05:00
parent 7fabe7f5d3
commit 1ccdbdd906
4 changed files with 117 additions and 19 deletions
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43
Cargo.toml
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@@ -1,19 +1,44 @@
[package]
name = "bellande_artificial_intelligence_training_framework"
version = "0.0.1"
authors = ["Ronaldson Bellande"]
name = "bellande_artificial_intelligence_framework"
version = "0.1.0"
edition = "2021"
description = "An AI Training Framework developed by Bellande AI Research"
authors = ["Bellande Artificial Intelligence Computer Vision Research Innovation (BAICVRI) <ronaldsonbellande@gmail.com>"]
description = """
A comprehensive artificial intelligence and computer vision training framework developed by Bellande AI Research.
Provides tools and utilities for machine learning model development, training, and deployment.
"""
# Repository Information
repository = "https://github.com/BAICVRI/bellande_artificial_intelligence_framework"
companypage = "https://git.bellande-technologies.com/BAICVRI/bellande_artificial_intelligence_framework"
homepage = "https://github.com/Artificial-Intelligence-Computer-Vision/bellande_artificial_intelligence_framework"
# License Information
license = "GPL-3.0-or-later"
repository = "https://github.com/Artificial-Intelligence-Computer-Vision/bellande_artificial_intelligence_training_framework"
license-file = "LICENSE"
# Keywords and Categories
keywords = ["artificial-intelligence", "machine-learning", "computer-vision", "deep-learning", "framework"]
categories = ["science", "computer-vision", "artificial-intelligence", "machine-learning-tools"]
# Package Metadata
readme = "README.md"
include = [
"src/**/*",
"Cargo.toml",
"LICENSE",
"README.md",
"CHANGELOG.md",
"CODE_OF_CONDUCT.md",
"CONTRIBUTING.md"
]
[lib]
name = "bellande_artificial_intelligence_training_framework"
path = "src/bellande_artificial_intelligence_training_framework.rs"
name = "bellande_artificial_intelligence_framework"
path = "src/bellande_artificial_intelligence_framework.rs"
[dependencies]
# Core dependencies
ndarray = "0.15"
rand = "0.8"
rand_distr = "0.4"
@@ -25,11 +50,9 @@ serde_yaml = "0.9"
# Utilities
num_cpus = "1.13"
rayon = "1.5"
parking_lot = "0.12"
# Visualization
plotters = "0.3"
imageproc = "0.23"
# Optional CUDA support
cudarc = { version = "0.9", optional = true }

85
README.md
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@@ -1,6 +1,6 @@
# Bellande Artificial Intelligence Training Framework
# Bellande Artificial Intelligence Framework
Bellande training framework in Rust for machine learning models
Bellande artificial intelligence framework in Rust for machine learning models
# Run Bellos Scripts
- build_bellande_framework.bellos
@@ -17,7 +17,7 @@ Bellande training framework in Rust for machine learning models
## Example Usage
```rust
use bellande_artificial_intelligence_training_framework::{
use bellande_artificial_intelligence_framework::{
core::tensor::Tensor,
layer::{activation::ReLU, conv::Conv2d},
models::sequential::Sequential,
@@ -53,5 +53,82 @@ fn main() -> Result> {
}
```
## Website Crates
- https://crates.io/crates/bellande_artificial_intelligence_framework
### Installation
- `cargo add bellande_mesh_sync`
```
Name: Bellande Artificial Intelligence Framework
Summary: Bellande Operating System Comprehensive data synchronization system
Company-Page: git.bellande-technologies.com/BAICVRI/bellande_artificial_intelligence_framework
Home-page: github.com/Architecture-Mechanism/bellande_artificial_intelligence_framework
Author: Ronaldson Bellande
Author-email: ronaldsonbellande@gmail.com
License: GNU General Public License v3.0
```
# Legal Documentation
## License
Bellande Artificial Intelligence Training Framework is distributed under the [GNU General Public License v3.0](https://www.gnu.org/licenses/gpl-3.0.en.html), see [LICENSE](https://github.com/Artificial-Intelligence-Computer-Vision/bellande_artificial_intelligence_training_framework/blob/main/LICENSE) and [NOTICE](https://github.com/Artificial-Intelligence-Computer-Vision/bellande_artificial_intelligence_training_framework/blob/main/LICENSE) for more information.
Bellande Artificial Intelligence Framework is distributed under the [GNU General Public License v3.0](https://www.gnu.org/licenses/gpl-3.0.en.html).
For detailed license information, see:
- [GitHub LICENSE](https://github.com/BAICVRI/bellande_artificial_intelligence_framework/blob/main/LICENSE)
- [Bellande LICENSE](https://git.bellande-technologies.com/BAICVRI/bellande_artificial_intelligence_framework/blob/main/LICENSE)
For organizational licensing information, see:
- [GitHub Organization Licensing](https://github.com/Artificial-Intelligence-Computer-Vision/LICENSING)
- [Bellande Organization Licensing](https://git.bellande-technologies.com/BAICVRI/LICENSING)
## Copyright
Copyright (c) 2024 Bellande Artificial Intelligence Computer Vision Research Institute (BAICVRI)
For copyright details, see:
- [GitHub NOTICE](https://github.com/BAICVRI/bellande_artificial_intelligence_framework/blob/main/NOTICE)
- [Bellande NOTICE](https://git.bellande-technologies.com/BAICVRI/bellande_artificial_intelligence_framework/blob/main/NOTICE)
For organizational copyright information, see:
- [GitHub Organization Copyright](https://github.com/Artificial-Intelligence-Computer-Vision/COPYRIGHT)
- [Bellande Organization Copyright](https://git.bellande-technologies.com/BAICVRI/COPYRIGHT)
## Code of Conduct
We are committed to fostering an open and welcoming environment. For details, see:
- [GitHub CODE_OF_CONDUCT](https://github.com/BAICVRI/bellande_artificial_intelligence_framework/blob/main/CODE_OF_CONDUCT.md)
- [Bellande CODE_OF_CONDUCT](https://git.bellande-technologies.com/BAICVRI/bellande_artificial_intelligence_framework/blob/main/CODE_OF_CONDUCT.md)
For organizational code of conduct, see:
- [GitHub Organization Code of Conduct](https://github.com/Artificial-Intelligence-Computer-Vision/CODE_OF_CONDUCT)
- [Bellande Organization Code of Conduct](https://git.bellande-technologies.com/BAICVRI/CODE_OF_CONDUCT)
## Terms of Service
By using this framework, you agree to comply with our terms of service. For complete terms, see:
- [GitHub TERMS_OF_SERVICE](https://github.com/BAICVRI/bellande_artificial_intelligence_framework/blob/main/TERMS_OF_SERVICE.md)
- [Bellande TERMS_OF_SERVICE](https://git.bellande-technologies.com/BAICVRI/bellande_artificial_intelligence_framework/blob/main/TERMS_OF_SERVICE.md)
For organizational terms of service, see:
- [GitHub Organization Profile](https://github.com/Artificial-Intelligence-Computer-Vision/.github)
- [Bellande Organization Profile](https://git.bellande-technologies.com/BAICVRI/.profile)
## Certification
This software has been certified according to our quality standards. For certification details, see:
- [GitHub CERTIFICATION](https://github.com/BAICVRI/bellande_artificial_intelligence_framework/blob/main/CERTIFICATION.md)
- [Bellande CERTIFICATION](https://git.bellande-technologies.com/BAICVRI/bellande_artificial_intelligence_framework/blob/main/CERTIFICATION.md)
For organizational certification standards, see:
- [GitHub Organization Certification](https://github.com/Artificial-Intelligence-Computer-Vision/CERTIFICATION)
- [Bellande Organization Certification](https://git.bellande-technologies.com/BAICVRI/CERTIFICATION)
## Trademark
For trademark information, see:
- [GitHub Organization Trademark](https://github.com/Artificial-Intelligence-Computer-Vision/TRADEMARK)
- [Bellande Organization Trademark](https://git.bellande-technologies.com/BAICVRI/TRADEMARK)
---
For more information, visit:
- [GitHub Repository](https://github.com/BAICVRI/bellande_artificial_intelligence_framework)
- [Bellande Repository](https://git.bellande-technologies.com/BAICVRI/bellande_artificial_intelligence_framework)
- [GitHub Organization](https://github.com/Artificial-Intelligence-Computer-Vision)
- [Bellande Organization](https://git.bellande-technologies.com/BAICVRI)

2
src/bellande_artificial_intelligence_training_framework.rs → src/bellande_artificial_intelligence_framework.rs
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@@ -28,7 +28,7 @@ pub mod training;
pub mod utilities;
const VERSION: &str = env!("CARGO_PKG_VERSION");
const FRAMEWORK_NAME: &str = "Bellande AI Training Framework";
const FRAMEWORK_NAME: &str = "Bellande AI Framework";
pub struct Framework {
config: utilities::config::Configuration,

6
tests/integration_test.rs
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@@ -15,10 +15,8 @@
use std::error::Error;
use bellande_artificial_intelligence_training_framework::{
core::tensor::Tensor,
layer::{activation::ReLU, conv::Conv2d, linear::Linear, pooling::MaxPool2d},
models::sequential::Sequential,
use bellande_artificial_intelligence_framework::{
core::tensor::Tensor, layer::conv::Conv2d, models::sequential::Sequential,
};
#[test]