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ml-videos

A collection of video resources for machine learning

neural-mmo

Neural MMO - A Massively Multiagent Game Environment

nla2017

Skoltech 2017 NLA course

nla2018

NLA 2018 Skoltech course

nlp_course

YSDA course in Natural Language Processing

plotneuralnet

Latex code for making neural networks diagrams

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

practical_dl

DL course co-developed by HSE, YSDA and Skoltech

practical_rl

A course in reinforcement learning in the wild

prediction-of-the-critical-temperature.

Prediction of the critical temperature.

pytorch-rl

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

rl-theory-book

sk-thesis-template

skoltech_thesis_template

This is an unofficial LaTeX template for MSc thesis in a Skoltech university.

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

superconductivity-prediction

Prediction of critical temperatures for some compounds from the article http://archive.ics.uci.edu/ml/datasets/Superconductivty+Data

tensorflow

An Open Source Machine Learning Framework for Everyone

texts

Articles about various things

twins-recognition

Skoltech DL_course project on new tools for twins recognition systems.

unsup3d

(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

variational-reformulation-of-inverse-problems

Code accompanying the paper: Variational Reformulation of Bayesian Inverse Problems, by. Tsilifis P., Bilionis I., Katsounaros I. and Zabaras N.

word_embedding_as_implicit_matrix_factorization