Aydin's starred repositories
kubernetes
Production-Grade Container Scheduling and Management
YoptaScript
Joke programming language for 'gopniks' in Russia. Back from 2016!
neuron_poker
Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.
low-level-design-primer
Dedicated Resources for the Low-Level System Design. Learn how to design and implement large-scale systems. Prep for the system design interview.
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:
52_deck_card_recognition
Recognises cards of the 52 standard card deck with a convolutional neural network (cnn)
miniaicups
Правила, исходники и прочее для aicups.ru
CtCI-6th-Edition
Cracking the Coding Interview 6th Ed. Solutions
notepad-plus-plus
Notepad++ official repository
ZF_UNET_224_Pretrained_Model
Modification of convolutional neural net "UNET" for image segmentation in Keras framework
readingbricks
A structured collection of notes (mostly, on machine learning) and a Flask app for reading and searching them.
kaggle-api
Official Kaggle API
sp-society-camera-model-identification
IEEE's Signal Processing Society - Camera Model Identification Kaggle Competition
coding-interview-university
A complete computer science study plan to become a software engineer.
ultrasound-nerve-segmentation
Kaggle Ultrasound Nerve Segmentation competition [Keras]
style2paints
sketch + style = paints :art: (TOG2018/SIGGRAPH2018ASIA)
pyAudioAnalysis
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
scikit-learn
scikit-learn: machine learning in Python
instacart-basket-prediction
Kaggle | Instacart Market Basket Analysis🥕🥉
DeepSpeech
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
kaggle_carvana_segmentation
Code for the 1st place model in Carvana Image Masking Challenge
CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.