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100-days-of-ml-code

100 Days of ML Coding

100-plus-python-programming-exercises-extended

100+ python programming exercise problem discussed ,explained and solved in different ways

angular-node-mfauth

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

catboost

CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R

cheatsheets

RStudio Cheat Sheets

control-and-data-flow-lecture-starters

This repository contains Java projects which accompany the videos for Control and Data Flow in SoftConst1x: Data Abstraction

control-and-data-flow-solutions

This repository contains the solutions for Control and Data Flow in SoftConst1x: Data Abstraction

deeplearning-part1

Deep Learning Part 1

deeplearning-part2

This is the 2nd part of the Deep Learning Series

deeplearning-part3

This is the 3rd part of the DeepLearning series

dsbook

Repository for data science book

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

extracting-object-oriented-design-lecture-starters

This repository contains Java projects which accompany the videos for Extracting Object Oriented Design in UBCx SoftConst2x: Object Oriented Design

fast_rgf

Multi-core implementation of Regularized Greedy Forest

h2o-3

Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles...)

handson-unsupervised-learning

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

implementing-object-oriented-design-practice-projects

This repository contains practice problems for Implementing Object-Oriented Design in UBCx SoftConst2x: Object Oriented Design

intro-to-softconst-lecture-starters

This repository contains Java projects which accompany the videos for Intro to Software Construction in SoftConst1x: Data Abstraction

intro-to-softconst-practice-projects

This repository contains practice projects for Introduction to Software Construction in SoftConst1x: Data Abstraction

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

long-form-problem-solutions

This repository contains solutions for the long-form-practice projects for UBCx SoftConst2x: Object Oriented Design

long-form-problem-starters

This repository contains the starter projects for the long-form-practice projects for UBCx SoftConst2x: Object Oriented Design

metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

mitx_6.86x

Notes of MITx 6.86x - Machine Learning with Python: from Linear Models to Deep Learning

ml_board

a machine learning dashboard that displays hyperparameter settings alongside visualizations, and logs the scientist's thoughts throughout the training process

mlcourse.ai

Open Machine Learning Course

mooc-software-testing

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"