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Pinned repositories

  1. kaggle-quora-question-pairs

    My solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497).

    Jupyter Notebook 89 29

  2. midichlorian

    A Visual Studio extension that allows you to write code and automate the IDE using MIDI musical instruments.

    C# 58 6

  3. snake-ai-reinforcement

    AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).

    Python 64 17

  4. thrones2vec

    Using Word2Vec to explore semantic similarities between the entities of "A Song of Ice and Fire" ("Game of Thrones").

    Jupyter Notebook 21 17

  5. odsc-target-leakage-workshop

    Workshop on Target Leakage in Machine Learning I taught at ODSC Europe 2018 (London).

    Jupyter Notebook 8

  6. lits-algorithms-course

    Notes and handouts from the Algorithms course I taught at Lviv IT School.

    TeX 9 2

242 contributions in the last year

Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mon Wed Fri

Contribution activity

February 2019

Created a pull request in keras-team/keras that received 2 comments

Use local RandomState instead of seeding the global RNG

Summary According to NumPy NEP 19 — Random Number Generator Policy, instantiating local RandomState objects is preferred, rather than seeding the …

+112 −9 2 comments

Created an issue in keras-team/keras that received 2 comments

Do not re-seed NumPy's global RNG whenever possible (NEP-19)

Rationale Global mutable state should be avoided in software because it makes the code less modular and more difficult to reason about. Since one o…

3 of 3 2 comments
28 contributions in private repositories Feb 1 – Feb 22

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