Spark in me


All these things will be lost like tears in rain
    1 / 89
    Nov 2, 18
    Nov 2, 18
    Mar 15, 16

    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