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#

algorithm-development

Here are 18 public repositories matching this topic...

Quantitative Analytics Suite A hands-on Python project inspired by JPMorganโ€™s quantitative research challenges. It covers four core modules: natural gas price forecasting, storage contract pricing, credit risk modeling (PD & expected loss), and FICO score quantization using DP and likelihood optimization.

  • Updated Oct 13, 2025
  • Jupyter Notebook

Developed a custom clustering algorithm to analyze wine data without traditional machine learning. The project standardizes features and employs mathematical formulas using NumPy to identify distinct clusters, offering insights into wine sample groupings and their characteristics.

  • Updated Mar 21, 2025
  • Python

A curated collection of hands-on notebooks exploring core machine and deep learning concepts. Each notebook focuses on a specific topic - from linear models and foundational elements like broadcasting and autograd to advanced tasks such as custom layers, transfer learning, sequence modeling with RNNs, and representation learning with autoencoders.

  • Updated Jul 27, 2025
  • Jupyter Notebook

โšก Optimize heterogeneous reinforcement learning with GEPO for decentralized AI training, tackling policy staleness in large models effectively.

  • Updated Oct 21, 2025
  • Python

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