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

Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Python code for common Machine Learning Algorithms

👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)

A lean C++ library for working with point cloud data

H2Oai GPU Edition

Machine Learning Lectures at the European Space Agency (ESA) in 2018

Implement face recognition using PCA, LDA and LPP

PCA that iteratively replaces missing data

Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms.

Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles

HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS

📊 Computation and processing of models' parameters

🏗️ Statistical models for biomolecular dynamics 🏗️

Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz

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

Fast truncated singular value decompositions

Randomized Dimension Reduction Library

Interactive Visual Machine Learning Demos.

Effective Dimensionality Reduction for Word Embeddings.

Unsupervised / Semisupervised Anomaly Detection

A repository for recording the machine learning code

Randomized Matrix Decompositions using R

My solution to TUM's Machine Learning MNIST challenge 2016-2017 [winner]

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

R package: parallel computing toolset for relatedness and principal component analysis of SNP data (Development Version)

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

A MATLAB toolbox for classifier: Version 1.0.7

This is a Project Page of 'Towards a complete 3D morphable model of the human head'