https://github.com/mwrites/ml-rust

Machine Learning Algorithms in Rust
https://github.com/mwrites/ml-rust

ai deep-learning machine-learning ml neural-networks rust

Last synced: about 1 month ago
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Machine Learning Algorithms in Rust

• Host: GitHub
• URL: https://github.com/mwrites/ml-rust
• Owner: mwrites
• Created: 2024-08-17T22:38:57.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-08-28T00:01:31.000Z (over 1 year ago)
• Last Synced: 2024-12-28T21:21:12.326Z (about 1 year ago)
• Topics: ai, deep-learning, machine-learning, ml, neural-networks, rust
• Language: Jupyter Notebook
• Homepage:
• Size: 942 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Machine Learning Algorithms In Rust

| Algorithm | Description | Visualization |

|-----------|-------------|----------------|

| [Multi-class AdamW Logistic Regression](./logistic-regression/) | A statistical method for predicting classes | ![Logistic Regression](./logistic-regression/mnist.webp) |

| [K Means Clustering](./k-means/) | Unsupervised ml technique for partitioning data into k clusters | ![K Means Clustering](./k-means/kmeans_evolution.gif) |

| [Gaussian Estimation](./gaussian-estimation/) | Anomaly Detection using Multivariate Gaussian Estimation | ![Gaussian Estimation](./gaussian-estimation/gaussian_pdf.png) |