Implementation of Machine Learning algorithms using Python3.
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Dec 1, 2020 - Python
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linear-classifier
Here are 19 public repositories matching this topic...
From-scratch Perceptron Learning Algorithm for binary classification, showcasing iterative weight optimization and linear decision boundary formation on labeled datasets.
python data-science machine-learning algorithm dataset neural-networks supervised-learning classification data-analysis perceptron predictive-modeling evaluation-metrics binary-classification linear-classifier
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Jan 31, 2026 - Python
A framework to compute threshold sensitivity of deep networks to visual stimuli.
deep-neural-networks deep-learning sensitivity-analysis cognitive-neuroscience linear-probing linear-classifier explainable-ai vision-models human-machine-behavior
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Jul 4, 2024 - Python
Comparison of common loss functions in PyTorch using MNIST dataset
python machine-learning deep-learning neural-network numpy pytorch dataset mnist image-classification matplotlib loss-functions l1 l2 linear-classifier mean-square-error cross-entropy-loss negative-log-likelihood
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Feb 9, 2022 - Python
Linear classifier using logistic regression with only 2 features for MNIST Database.
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Sep 12, 2023 - Python
MNIST digit classification with a Neural Network.
neural-network machine-learning-algorithms supervised-learning classification mnist-classification linear-classifier
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Jul 11, 2018 - Python
Implementation of KDTree from scratch and implement kdtree classifier and linear classifier on two different datasets.
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Sep 22, 2019 - Python
A simple Flask application for data preprocessing, visualization and classification
flask machine-learning numpy pandas naive-bayes-classifier classification html-css-javascript decision-tree-classifier support-vector-classifier random-forest-classifier chartsjs linear-classifier
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Apr 12, 2021 - Python
A Python library to implement the perceptron algorithm and possibly visualize it.
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Oct 29, 2022 - Python
Natural Language Processing (COMP 550) Project
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Sep 28, 2023 - Python
Multi-class classifier with only 2 features for MNIST Database.
python machine-learning computer-vision mnist multi-class-classification linear-classifier sckiit-learn
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Sep 12, 2023 - Python
Generating decision making algorithms by evolutionary / genetic algorithm
multiprocessing artificial-intelligence evolutionary-algorithm random-walk stock-prediction classification-algorithm conjunctive-normal-form linear-classifier evolutionary-programming
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May 23, 2021 - Python
A SVM classifier coded in Python using Scikit-Learn to classify whether a patient's tumor is malignant or benign.
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Oct 28, 2020 - Python
Single-layer perceptron built from scratch in pure Python — manual weight configuration, step & sigmoid activation functions, linear decision boundary visualization. No libraries
python machine-learning neural-network matplotlib perceptron from-scratch linear-classifier activation-functions
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Mar 11, 2026 - Python
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Feb 11, 2020 - Python
This repository contains the code for the Naive Bayes and Neural Networks assignment for CS434 Machine Learning and Data Mining at Oregon State University during Fall of 2024.
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Mar 17, 2025 - Python
linear-regression neural-networks hmm-viterbi-algorithm knn-classification k-means-clustering linear-classifier kmeans-plus-plus
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Dec 12, 2020 - Python
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Dec 1, 2017 - Python
🚀 Train state-of-the-art machine learning models effortlessly with Claude Code SDK and Google ADK in this easy-to-use implementation.
nlp reinforcement-learning qlearning ai tensorflow jupyter-notebook policy-gradient transform gpt language-model knn cs231n pytorch-tutorial linear-classifier neural-networks-from-scratch large-language-models nn-zero-to-hero agentic-ai
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Mar 29, 2026 - Python
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