Galina's repositories
kaggle_melanoma
https://www.kaggle.com/c/alaska2-image-steganalysis
data-science-interviews
Data science interview questions and answers
kaggle_salt
TGS Salt Identification Challenge
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
hw8.mlcourse_open
Habr competition
mlcourse_open
OpenDataScience Machine Learning course (yet Russian-only)
HPQpeptides
Peptide project for PhD Thesis
optics
calculating reflectivities of thin films
NCASO
Crutchfield course
DeepLearningMovies
Kaggle's competition for using Google's word2vec package for sentiment analysis
Regression-Models-Project
For coursera class
ExData_Plotting2
ExData_Plotting2
ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
Machine-Learning-Project
Project for Coursera class from Data Science specialization.
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
Microarray-Grids
Grids processing scripts
Data-Cleaning-Project
Course project for Coursera Getting and Cleaning Data course.
Microarray-Fit-Filter
Scripts for processing microarray maps and measurements
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera