Pinned Repositories
Adversarial_Video_Generation
A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.
Artistic-Style
awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going).
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
CustSegs
Tools for customer segmentation
datasci_course_materials
Public repository for course materials for the Spring 2013 session of Introduction to Data Science, an online coursera course.
datasciencecoursera
Coursera - ToolBox
datasharing
The Leek group guide to data sharing
Deep-Learning-Boot-Camp
A community run, 5-day PyTorch Deep Learning Bootcamp
deep-learning-for-biology-hse-2018-course
Deep Learning for Biology course materials / Higher School of Economics, 2018
IgrIss's Repositories
IgrIss/Adversarial_Video_Generation
A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.
IgrIss/Artistic-Style
IgrIss/awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going).
IgrIss/Deep-Learning-Boot-Camp
A community run, 5-day PyTorch Deep Learning Bootcamp
IgrIss/deep-learning-for-biology-hse-2018-course
Deep Learning for Biology course materials / Higher School of Economics, 2018
IgrIss/fast-neural-style
Feedforward style transfer
IgrIss/FTRL
R/Rcpp implementation of the 'Follow-the-Regularized-Leader' algorithm
IgrIss/lectures
Oxford Deep NLP 2017 course
IgrIss/LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
IgrIss/magenta
Magenta: Music and Art Generation with Machine Intelligence
IgrIss/mlcourse_open
OpenDataScience Machine Learning course (yet Russian-only)
IgrIss/neon_course
neon tutorials
IgrIss/NTM-One-Shot-TF
One Shot Learning using Memory-Augmented Neural Networks based on Neural Turing Machine architecture in Tensorflow
IgrIss/numerical-linear-algebra
This course contains the notebooks for the Numerical Linear Algebra elective in USF's MSAN program, summer 2017
IgrIss/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
IgrIss/radiant
Business analytics using R and Shiny. The radiant app combines the menus from radiant.data, radiant.design, radiant.basics, radiant.model, and radiant.multivariate.
IgrIss/recsys-2017-online-learning-tutorial
IgrIss/reinforcement-learning-an-introduction
Python code for Reinforcement Learning: An Introduction
IgrIss/retail-segmentation-based-marketing-campaing-in-r-and-h2o
Showcase for using H2O and R for scoring for marketing campaign in retail
IgrIss/rlb-dp
Real-Time Bidding by Reinforcement Learning in Display Advertising
IgrIss/rscraping-jsm-2016
Repository for one-day course "A Primer to Web Scraping with R"
IgrIss/soccertransfers
R scripts to perform association rules mining on soccer data from Kaggle
IgrIss/static_resources
IgrIss/tensorflow-generative-model-collections
Collection of generative models in Tensorflow
IgrIss/TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
IgrIss/tensorflow_tutorials
From the basics to slightly more interesting applications of Tensorflow
IgrIss/vtreat
‘vtreat’ is an R data.frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner.
IgrIss/webinars
Code and slides for RStudio webinars
IgrIss/xgbfir
XGBoost Feature Interactions Reshaped
IgrIss/ydf-recsys2015-challenge
Solution of RecSys Challenge 2015