ALX Higher level programming projects are solutions to solve complex challenges
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Oct 4, 2023 - Python
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algorithm-development
Here are 7 public repositories matching this topic...
A project to implement a subset of the functionality of Ruby's Enumerable.
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Sep 15, 2023
Classification (Pattern Recognition) algorithm development with Bayesian, Anti-Bayesian, Decision Tree and Dependence Tree concepts. [IEMIS 2020, Springer AISC]
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Jan 23, 2020 - Python
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.
github python data-science machine-learning numpy machine-learning-algorithms mathematics project pandas wine unsupervised-learning cluster-analysis clustering-algorithm kmeans-clustering algorithm-development distance-calculation distance-calculations custom-algorithm eucledian
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Mar 21, 2025 - Python
Exploration of brain-inspired computing architectures through computational neuroscience models, focusing on point neuron dynamics and spiking neural networks (SNNs) using Nengo. Bridges concepts from neuroscience, computer science, and electrical engineering.
python machine-learning neuroscience artificial-intelligence neural-networks software-development nengo algorithm-development
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Jul 20, 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.
python machine-learning linear-regression pytorch artificial-intelligence neural-networks software-development logistic-regression perceptron linear-models algorithm-development perceptron-learning-algorithm
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Jul 27, 2025 - Jupyter Notebook
A project showcasing a scheduling algorithm to optimize warehouse robot coordination for efficient product delivery and order fulfillment.
robotics path-planning internet-of-things asp algorithm-development clingo answer-set-programming iot-application supply-chain-management scheduling-algorithm iot-applications warehouse-optimization warehouse-robots order-fulfillment warehouse-automation efficiency-optimization logistics-optimization automated-warehouse grid-based-warehousing robotic-movement-coordination
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Dec 26, 2024 - Classic ASP
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