rasbt / pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
☆4,174Updated last year
Alternatives and similar repositories for pattern_classification:
Users that are interested in pattern_classification are comparing it to the libraries listed below
- Tutorial on scikit-learn and IPython for parallel machine learning☆1,592Updated 8 years ago
- Open Content for self-directed learning in data science☆2,967Updated last year
- Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques☆1,588Updated 5 years ago
- Deep learning in Python☆1,378Updated 4 years ago
- A curated list of data science blogs☆6,355Updated 11 months ago
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,409Updated 5 months ago
- Free resources for learning data science☆2,955Updated 11 months ago
- Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"☆2,798Updated 4 years ago
- Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)☆11,294Updated 2 years ago
- A collection of IPython notebooks covering various topics.☆2,612Updated 4 years ago
- Repository of teaching materials, code, and data for my data analysis and machine learning projects.☆6,288Updated last year
- Open Source Data Science Resources.☆4,148Updated last year
- common data analysis and machine learning tasks using python☆5,424Updated last year
- Recurrent Neural Network - A curated list of resources dedicated to RNN☆6,132Updated 3 years ago
- Jupyter notebooks from the scikit-learn video series☆3,701Updated last year
- General Assembly's 2015 Data Science course in Washington, DC☆1,614Updated 11 months ago
- Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.☆4,451Updated 2 years ago
- Python coded examples and documentation of machine learning algorithms.☆612Updated 4 years ago
- A python tutorial on bayesian modeling techniques (PyMC3)☆2,495Updated 8 years ago
- Simple tutorials using Google's TensorFlow Framework☆6,009Updated last year
- From the basics to slightly more interesting applications of Tensorflow☆5,654Updated 3 years ago
- Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning☆3,176Updated 3 years ago
- Code accompanying the book "Machine Learning for Hackers"☆3,678Updated 5 years ago
- General Assembly's Data Science course in Washington, DC☆666Updated 4 years ago
- machine learning and deep learning tutorials, articles and other resources☆16,146Updated 10 months ago
- Introduction to Statistics using Python☆905Updated 4 years ago
- Deep Learning Tutorial notes and code. See the wiki for more info.☆4,132Updated 4 years ago
- Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way☆1,451Updated 7 years ago
- Deep Learning for NLP resources☆2,191Updated 6 years ago
- A list of popular github projects related to deep learning☆5,941Updated last year