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15 search results found

The Operator Splitting QP Solver

Hyperparameter Optimization Of Machine Learning Algorithms ⭐ 1,025

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

Metaoptnet ⭐ 480

Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

Svm W Smo ⭐ 78

Simple implementation of a Support Vector Machine using the Sequential Minimal Optimization (SMO) algorithm for training.

Ipython_notebooks ⭐ 45

Set of Jupyter (iPython) notebooks (and few pdf-presentations) about things that I am interested on, like Computer Science, Statistics and Machine-Learning, Artificial Intelligence (AI), Financial Engineering, Optimization, Stochastic Modelling, Time-Series forecasting, Science in general... and more.

Gdlibrary ⭐ 27

Matlab library for gradient descent algorithms: Version 1.0.1

Foundations of Machine Learning Course Materials.

A derivation of the Sequential Minimal Optimization Algorithm for Support Vector Machines

Custom Svm ⭐ 11

Custom implementation of Support Vector Machines using Python and NumPy

Support Vector Machine ⭐ 9

An implementation of the L2-SVM for breast cancer detection using the Wisconsin diagnostic dataset.

Optimizers for/and sklearn compatible Machine Learning models

Code for fair classification (SVM) and dimensionality reduction (PCA)

Ai Course Project ⭐ 7

4 projects: GobangAI, Capacitated Arc Routing Problem, Influence Maximization Problem and SVM optimization.

Classifier ⭐ 6

Machine learning code, derivatives calculation and optimization algorithms developed during the Machine Learning course at Universidade de Sao Paulo. All codes in Python, NumPy and Matplotlib with example in the end of file.

Visual Svm With Smo Method ⭐ 6

C++ implementation of SVM using SMO method (Sequential Minimal Optimization)

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