pboreas Goto Github PK

auto-sklearn

coursera-machine-learning

Coursera Machine Learning - Python code

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datasharing

The Leek group guide to data sharing

express_ml

Express course of machine learning

hyperopt-sklearn

Hyper-parameter optimization for sklearn

machinelearningnotebooks

Use the sample notebooks in this repo to explore the Azure Machine Learning service. Start with the 01.getting-started notebooks.

ml-course-hse

Машинное обучение на ФКН ВШЭ

ml_dm_hse_minor

Репозиторий майнора "Интеллектуальный анализ данных" ФКН НИУ ВШЭ (2016 г.)

mlalgorithms

Minimal and clean examples of machine learning algorithms

mlcourse_open

OpenDataScience Machine Learning course (yet Russian-only)

mth594_machinelearning

The materials for the course MTH 594 Advanced data mining: theory and applications (Dmitry Efimov, American University of Sharjah)

practical_rl

A course in reinforcement learning in the wild

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

vvedenie-mashinnoe-obuchenie

:memo: Подборка ресурсов по машинному обучению