tkainazarov Goto Github PK

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

caffe

Caffe: a fast open framework for deep learning.

categorical-encoding

A library of sklearn compatible categorical variable encoders

cnn_finetune

Fine-tune CNN in Keras

competition-winners

The code for the prize winners in DrivenData competitions.

course-resources-ml-with-experts-budgets

Further student resources for DrivenData's 'Machine Learning with the Experts: School Budgets' DataCamp course.

coursera_pa

datacamp-community-tutorials

Tutorials for DataCamp (www.datacamp.com)

first_post

gitignore

A collection of useful .gitignore templates

heamy

A set of useful tools for competitive data science.

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

information_value

jupyter

Jupyter metapackage for installation, docs and chat

kaggle-classification

A compiled list of kaggle competitions and their winning solutions for classification problems.

kaggle_pbr

My best submission to the Kaggle competition "Predicting a Biological Response", ranked 17th over 711 teams.

kaggletils

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

ml_specialization

My implementations of Machine Learning course tasks from Yandex. https://www.coursera.org/specializations/machine-learning-data-analysis

multicore-tsne

Parallel t-SNE implementation with Python and Torch wrappers.

n-plus-one-fish

Winning models for the N+1 Fish, N+2 Fish competition.

notebooks

Speedml Python Notebooks

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

stacknet

StackNet is a computational, scalable and analytical Meta modelling framework

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

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.