70 Open source projects that are alternatives of or similar to Digital Image Processing Algorithms

🏗 Statistical models for biomolecular dynamics 🏗

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

Explore high-dimensional datasets and how your algo handles specific regions.

Randomized Dimension Reduction Library

Code for "Effective Dimensionality Reduction for Word Embeddings".

A repository for recording the machine learning code

Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approaches of feature reduction have been compared in this paper: principle component analysis (PCA), linear discriminant analysis (LDA) and their kernel methods (KPCA,KLDA). Correspondingly, a few approaches of classification algorithm are implemented: Support Vector Machine (SVM), Gaussian Quadratic Maximum Likelihood and K-nearest neighbors (KNN) and Gaussian Mixture Model(GMM).

PCA and DBSCAN based anomaly and outlier detection method for time series data.

A collection of Poisson lognormal models for multivariate count data analysis

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP