https://github.com/opixelum/atamai
Lightweight ML library in Rust
https://github.com/opixelum/atamai
ai artificial-intelligence deep-learning machine-learning neural-network rust
Last synced: 5 months ago
JSON representation
Lightweight ML library in Rust
- Host: GitHub
- URL: https://github.com/opixelum/atamai
- Owner: opixelum
- License: mit
- Created: 2024-07-29T19:55:25.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-08-15T21:26:12.000Z (over 1 year ago)
- Last Synced: 2025-01-14T12:53:59.244Z (about 1 year ago)
- Topics: ai, artificial-intelligence, deep-learning, machine-learning, neural-network, rust
- Language: Rust
- Homepage:
- Size: 14.6 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 8
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Atamai
Lightweight ML library in Rust.
## Activations
- Linear (alias: Identity);
- ReLU;
- Sigmoid (alias: Logistic);
- Softmax;
- Tanh.
## Losses
- Binary Cross-Entropy (BCE) (alias: Log Loss);
- Categorical Cross-Entropy (CCE) (alias: Softmax Loss);
- Hinge Loss;
- Mean Absolute Error (MAE) (alias: L1);
- Mean Squared Error (MSE) (alias: L2);
- Huber Loss (Smooth Mean Absolute Error (SMAE)).