SVM algorithm for handwritten digit classification
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Dec 21, 2019 - Python
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cvxopt
Here are 29 public repositories matching this topic...
Solving Convex and Nonconvex Optimization Problems
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Nov 17, 2021 - Jupyter Notebook
Solving the Character recognition problem as an SVM optimization problem using CVXOPT
rbf-kernel cvxopt principal-component-analysis svm-classifier singular-value-decomposition gaussian-kernel optimization-problem handwritten-character-recognition dual-svm
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Jan 13, 2019 - Python
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Nov 17, 2021 - Python
SVM implementation from scratch in python.
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Jan 30, 2023 - Jupyter Notebook
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Oct 22, 2021
The project Epsilon SVR is built from Scratch with minimum Sk Learn packages. This Epsilon SVR improves the SVR Model.
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Jan 19, 2022 - Python
Custom implementation of Support Vector Machines using Python and NumPy
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Apr 2, 2020 - Jupyter Notebook
SVM implementation for Binary and Multiclass classification using standard SVM library and Convex optimastion method
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Oct 20, 2019 - Python
Proposing a novel approach on using Naives Bayes by using Robust Kernel Density Estimation (RKDE) and optimising the bandwith(h) with Harris Hawks Optimization (HHO)
machine-learning kernel numpy sklearn jupyter-notebook pandas python3 cvxopt gaussian-distribution matplotlib-pyplot harris-hawks-optimization mealpy
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Nov 3, 2023 - Python
A collection of fundamental machine learning projects implementing Music Recommendation, Heart Disease Classification via SVM (including a custom solver), and various Regression techniques from scratch.
python data-science machine-learning svm linear-regression regression cvxopt recommender-system support-vector-machine jupyter-notebooks knn
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Nov 25, 2025 - Jupyter Notebook
Classification of a radially seperated dataset using SVM with RBF kernel using CVXOPT
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Dec 30, 2022 - Python
Compilation of different ML algorithms implemented from scratch (and optimized extensively) for the courses COL774: Machine Learning (Spring 2020) & COL772: Natural Language Processing (Fall 2020)
sentiment-analysis random-forest linear-regression scikit-learn machine-learning-algorithms naive-bayes-classifier neural-networks hyperparameter-optimization logistic-regression cvxopt decision-trees feature-engineering support-vector-machines stochastic-gradient-descent batch-gradient-descent post-pruning gaussian-discriminant-analysis yelp-review-analysis fmnist-dataset
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Jan 27, 2021 - Python
Convex Optimization and Polynomial System Solver with Dockerized Symbolic Computation via msolve, Sagemath & C++
linear-algebra cvxopt cvx convex-optimization pose-estimation convex rigid-transformations pose-detection cvx-pipeline-framework msolve
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Jul 15, 2025 - C++
Uplift modeling and estimation via the "Uplift Support Vector Machine".
machine-learning classification cvxopt quadratic-programming convex-optimization svm-classifier experiment-design
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May 21, 2017 - Python
This repo consist of the assignments and other code snippets of the module EN4553.
python machine-learning neural-networks cvxopt iris machine-vision support-vector-machines cifar10 convex-optimization svm-classifier
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Jun 7, 2019 - Jupyter Notebook
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