elimohl

bpemb

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

ml-course-hse

Машинное обучение на ФКН ВШЭ

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

vvedenie-mashinnoe-obuchenie

:memo: Подборка ресурсов по машинному обучению

i3session

The missing session manager for i3-wm

GLWTPL

"Good Luck With That" Public License

IF_MS_BUYS_GITHUB_IMMA_OUT

GitHub has sold us out. Time to get out.

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

inplace_abn

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

bigartm

Fast topic modeling platform

taiga_site

DeepLearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

book

A textbook on informal homotopy type theory

Textbook

Учебник теории категорий

competitive-data-science

Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course

intro-to-dl

Resources for "Introduction to Deep Learning" course.

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

MTH594_MachineLearning

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

mlcourse.ai

Open Machine Learning Course

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

dino

Modern XMPP ("Jabber") Chat Client using GTK+/Vala

hnswlib

Header-only C++/python library for fast approximate nearest neighbors

deep-image-prior

Image restoration with neural networks but without learning.

nltk

NLTK Source

caffe

Caffe: a fast open framework for deep learning.

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

StarSpace

Learning embeddings for classification, retrieval and ranking.

fastText

Library for fast text representation and classification.

taco

The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs