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autodl_starting_kit_stable

Starting kit for AutoCV/AutoDL challenge (https://autodl.chalearn.org)

catalyst-examples

Examples

data-science-from-scratch

code for Data Science From Scratch book

datascience-swiss-knife

Set of common tools and techniques for everyday data science tasks with examples

deep_learning_2018-19

Официальный репозиторий курса Deep Learning (2018-2019) от Deep Learning School при ФПМИ МФТИ

deep_learning_2019-20_main

Официальный репозиторий курса Deep Learning (2019-2020), продвинутый поток

dlcourse_ai

Материалы курса Deep Learning на пальцах

hse-shad-ml

:mortar_board: Введение в машинное обучение. Курс от ВШЭ и ШАД на coursera.org

journey-to-springfield

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

maneuver-prediction-decision-tree

math-as-code

a cheat-sheet for mathematical notation in code form

ml-course-hse

Машинное обучение на ФКН ВШЭ

ml-course-msu

Lecture notes and code for Machine Learning practical course on CMC MSU

ml_course

mlalgorithms

Minimal and clean examples of machine learning algorithms implementations

mlcourse.ai

Open Machine Learning Course

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

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pytorch-multi-style-transfer

Neural Style and MSG-Net

pytorchneuralstyletransfer

Implementation of Neural Style Transfer in Pytorch

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow