Formed in 2009, the Archive Team (not to be confused with the archive.org Archive-It Team) is a rogue archivist collective dedicated to saving copies of rapidly dying or deleted websites for the sake of history and digital heritage. The group is 100% composed of volunteers and interested parties, and has expanded into a large amount of related projects for saving online and digital history.
Machine Learning
Repository for machine learning problems implemented in python.
Following are the projects present in this repository. Each one uses different dataset. You will find the dataset with ipython notebooks.
- Linear regression
- Gaussian elimination
- QR Decomposition
- Cholesky's decomposition
- Gradient descent
- Armijo step length Controller
- Bold driver step length controller
- Logistic regression
- Stochastic gradient ascent
- Bold driver step length controller
- Adaptive gradient step length controller
- Newton
- Regularization
- Ridge-Regression
- Grid search with K-fold cross validation
- Kmeans
- Elastic Net
- KNN
- KNN Classifier
- KNN Regressor
- Decision Trees
- Entropy
- Gini Index
- Pruning
- Sklearn
- Linear regression
- Ridge-Regression
- Lasso-Regression
- KNN and partition trees
- SVM Spam/Ham filter
- LibSVM
- SVM spam/Ham filter