OptimKit: A blissfully ignorant Julia package for gradient optimization
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Oct 14, 2026 - Julia
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gradient-optimization
Here are 15 public repositories matching this topic...
Implementation of LION gradient optimizer.
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Aug 15, 2025 - Python
[NeurIPS-W'21] Generative Optimization Nets for Memory-Efficient Data Generation
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Dec 9, 2021 - Python
Research/master thesis project. A differentiable FEM model for vibrations of a Kirchoff-Love plate
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Apr 11, 2022 - Python
JaiLIP: Educational repository on vision-language model jailbreaks via loss-guided image perturbation. Hands-on notebook for beginners in adversarial ML.
nlp security machine-learning tutorial computer-vision deep-learning notebook jailbreak transformers pytorch colab educational ai-safety adversarial-attacks multimodal red-teaming gradient-optimization ml-security blip2 vision-language-models
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Jun 29, 2026 - Jupyter Notebook
Coursework on Introduction to Machine Learning - CS M146
python neural-network supervised-learning adaboost unsupervised-learning backpropagation decision-tree-classifier gradient-descent-algorithm gradient-optimization forward-prop
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Jun 4, 2024 - Jupyter Notebook
Data → Skills: Gradient-optimized expert knowledge extraction. Invert the ML pipeline — interpretable text skills instead of black-box weights. Inspired by SkillOpt.
machine-learning interpretable-ml knowledge-extraction data-to-text gradient-optimization skill-extraction
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Jun 4, 2026 - Python
N Airports Problem implementation Using Python and Google Colab using gradient optimization
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Jan 9, 2024 - Jupyter Notebook
基于NumPy构建的机器学习模型<br>ChEn's Machine Learning model Organized using Numpy
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Oct 17, 2025 - Python
Using GONs to generate hand-written digits.
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Oct 22, 2021 - Python
A codebase for a traffic optimization research project.
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Feb 2, 2025 - Jupyter Notebook
Gradient optimization method using exponential damping and second-order discrete derivative for neural networks and multidimensional real functions
machine-learning deep-learning optimization machine-learning-algorithms scientific-computing gradient-descent numerical-methods numerical-optimization optimization-algorithms comparative-analysis scientific-research gradient-optimization
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Apr 13, 2025 - Jupyter Notebook
MATLAB implementation of weighted DOTCOPS gradient optimization for PRESS-localized edited MRS to reduce out-of-voxel artifacts through coherence transfer pathway suppression.
mrs matlab mri spectroscopy magnetic-resonance-spectroscopy gradient-optimization gaba edited-mrs gluthathione dotcops
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Aug 10, 2026 - MATLAB
Python implementation of VERSE (Variable-Rate Selective Excitation) for compressing MRI RF pulses to minimum duration. Based on Hargreaves et al. 2004.
python numpy verse mri medical-imaging magnetic-resonance-imaging pulse-design gradient-optimization rf-pulse selective-excitation
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Mar 30, 2026 - Python
Standalone Python implementation of the Flexible Stochastic Gradient Optimizer (FSGO).
python optimization scientific-computing global-optimization stochastic-optimization gradient-optimization
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Oct 17, 2026 - Python
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