Topics - Linear Regression, Logistic Regression, Regularization, Neural Networks, System Design, Support Vector Machines, Unsupervised Learning (k-Means algorithm for clustering), Dimensionality Reduction (principal components analysis), Anomaly Detection, Recommender Systems, Large Scale Machine Learning, and Photo Optical Character Recognition…
☆24Jul 2, 2018Updated 7 years ago
Alternatives and similar repositories for Stanford-Machine-Learning-Coursework
Users that are interested in Stanford-Machine-Learning-Coursework are comparing it to the libraries listed below
Sorting:
- Tools to construct surrogate models based on Hermitian polynomial bases. Includes full-factorial and sparse polynomial chaos expansions v…☆10Nov 8, 2018Updated 7 years ago
- For the paper 'A novel isogeometric coupling approach for assembled thin-walled structures', here is the core code and implementation tha…☆14Aug 9, 2024Updated last year
- Representative point selection by the GF-discrepancy minimization technique for the probability density evolution method (PDEM).☆14Nov 24, 2024Updated last year
- CyberX-AI-Digital-Twin is an AI-powered cybersecurity platform that uses digital twin technology to simulate, detect, and analyze cyber t…☆14Feb 13, 2025Updated last year
- 斯坦福大学CS231n课程作业项目:深度学习、卷积神经网络等☆11Mar 2, 2018Updated 8 years ago
- Main use to store some object trackiing code☆11Sep 1, 2021Updated 4 years ago
- 30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days.☆11Dec 15, 2022Updated 3 years ago
- Classical Lamination Theory in Matlab☆16Dec 3, 2022Updated 3 years ago
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Apr 15, 2022Updated 3 years ago
- A modular, scalable, fast and reliable phishing detection framework☆11Dec 1, 2018Updated 7 years ago
- Randomized Greedy Polynomial Chaos Expansions☆11May 11, 2019Updated 6 years ago
- Reinforcement Learning Robot avoiding obstacles(Python + V_rep)☆12Oct 29, 2019Updated 6 years ago
- ☆12Nov 11, 2021Updated 4 years ago
- Estimating power system inertia using convolutional neural network☆12Dec 13, 2020Updated 5 years ago
- Twitter meets tik tok☆10Jul 25, 2020Updated 5 years ago
- 遗传算法MATLAB代码☆10Apr 14, 2019Updated 6 years ago
- calculate set voronoi diagrams☆10Oct 24, 2019Updated 6 years ago
- Implementation of Stochastic Gradient Descent algorithms in Python (cite https://doi.org/10.1007/s00158-020-02599-z)☆11May 19, 2021Updated 4 years ago
- Reliability-based Design Optimization☆12Apr 9, 2024Updated last year
- Graphical User Interface simulation software for 3D optical lattices formed by mutual interaction between atomic internal structure and e…☆12Jun 23, 2016Updated 9 years ago
- Smart Grid State Estimation with PMUs TimeSynchronization Errors☆12Dec 1, 2020Updated 5 years ago
- Scalable Semi-Supervised Learning by Efficient Anchor Graph Regularization☆13Jun 20, 2018Updated 7 years ago
- Controller parameters tuning for load frequency control (Matlab code)☆13Oct 26, 2020Updated 5 years ago
- Subset simulation is a method of estimating low probability events. Here I adapt SS to perform well with correlated inputs.☆11Jan 9, 2019Updated 7 years ago
- A set of 3 projects in the field of Optical Communications☆11May 27, 2019Updated 6 years ago
- This repository provides some simple Matlab Codes of space-time-adaptive-processing for wideband interference mitigation.☆21Nov 19, 2021Updated 4 years ago
- MATLAB script to write ABAQUS hexahedral mesh from Dream.3D microstructure grid☆11May 14, 2016Updated 9 years ago
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆11Apr 6, 2025Updated 10 months ago
- Power system small signal analysis, multi synchronous machine model linearisation☆12Apr 2, 2018Updated 7 years ago
- Information Geometry☆12Apr 13, 2021Updated 4 years ago
- In this project, the robot car presents a behavioral approach to collision avoidance, where a mobile robot needs to avoid collisions with…☆12Mar 12, 2017Updated 8 years ago
- A comparison of RCN/CNN/SVM/KNN on EMNIST-letters dataset☆10Dec 18, 2017Updated 8 years ago
- Enterprise Solution for Text Classification (using BERT)☆10Dec 26, 2022Updated 3 years ago
- Shanti's Raytracer: fast, precise, and accurate optical ray propagation☆13Dec 19, 2025Updated 2 months ago
- ML foundations course by jon krohn (Udemy)☆23Jan 24, 2023Updated 3 years ago
- A framework for solving reliability analysis (aka design uncertainty quantification) and reliability-based robust design optimization (ak…☆13Feb 13, 2024Updated 2 years ago
- The source code for the paper "Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation, ACM TOIS 2026".☆13Dec 20, 2025Updated 2 months ago
- A module for normalising text.☆10Nov 6, 2019Updated 6 years ago
- I worked through 100 Pandas Puzzles (actually only 45) and did some data visualizations with the 2010 Denver Census data.☆12Dec 15, 2020Updated 5 years ago