Nikolay Semyachkin's repositories
zindi-agricultural
Solution to 6th place of audio classification competition (https://zindi.africa/competitions/giz-nlp-agricultural-keyword-spotter/leaderboard)
boosters_vtb
Baseline for Boosters Data Fusion contest (https://boosters.pro/championship/data_fusion/overview)
for_kaggle
Links to solutions for Kaggle competitions
ML_special
Data from the machine learning specialization on Coursera provided by MIPT and Yandex
ClickHouse
ClickHouse is a free analytic DBMS for big data.
cs231n_self_paced
Working through cs231n excercises (2016 version)
digital_kursk_baseline
0.9498 auc baseline for https://lk.hacks-ai.ru/758244/champ
django-girls-blog
Following Django tutorial by DjangoGirls to build the blog
kaggle-SFCrime
Data analysis for San Francisco crime prediction competition on Kaggle
kaggle_cervix
Some code related to kaggle-intel-cervix competition. Quite a mess
learning_Scrapy
Because Scrapy is FUN!
LfD_HW_w1_ex7
homework for Learning From Data MOOC (week 1, exercise 7-10)
pandahouse
Pandas interface for Clickhouse database
Poker
Fully functional Pokerbot that works on PartyPoker, PokerStars and GGPoker, scraping tables with Open-CV (adaptable via gui) or neural network and making decisions based on a genetic algorithm and montecarlo simulation for poker equity calculation. Binaries can be downloaded with this link:
rand-and-exp
Random stuff and experiments
sberbank-holdem-bot
:muscle: Sberbank Holdem Challenge 2017. Хакатон по написанию игровых ботов на основе машинного обучения.
snahackathon
Baselines and other materials for SNA Hackathon series