snakers41


All these things will be lost like tears in rain.
1 / 74
Nov 20, 18
Nov 20, 18
Feb 9, 17

Winning a CFT 2018 spelling correction competition

Building a task-agnostic seq2seq pipeline on a challenging domain

Building client routing / semantic search and clustering arbitrary external corpuses at Profi.ru

And some applied benchmarks of sentence embedding methods

Parsing Common Crawl in 4 plain scripts in python

(alas not 2) =)

Parsing Common Crawl in 2 plain scripts in python

So easy! Really!

Parsing Wikipedia in 4 simple commands for plain NLP corpus retrieval

Really?

Training your own MNASNET

Or how we failed

Speeding up word distance calculation 100x

My plain approach to faster and more practical cosine distance calculation

Solving class imbalance on Google open images

Or potentially building a model cascade to alleviate severe class imbalance

Playing with Crowd-AI mapping challenge - or how to improve your CNN performance with self-supervised techniques

A small case for searching for internal structure within the data, weighting and training your CNNs properly

Playing with Variational Auto Encoders - PCA vs. UMAP vs. VAE on FMNIST / MNIST

TLDR - they are very cool - but useful only on very simple domains and datasets