kai-wren Goto Github PK

2020grammarly_ws

Workshop on Shallow Discourse Parsing at Grammarly, Kyiv, 2020

aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

albumentations

fast image augmentation library and easy to use wrapper around other libraries

aml-class-20

UCU AML 2020

automl

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

batteryenv4gym

bm

boruta_py

Python implementations of the Boruta all-relevant feature selection method.

categoricalencodingbenchmark

Benchmarking different approaches for categorical encoding for tabular data

coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

computervisioncourse

cookbook

The Data Engineering Cookbook

dataviz

A book covering the fundamentals of data visualization.

deep-learning

Deep learning related experimental projects

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-q-networks

Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

deepjazz

Deep learning driven jazz generation using Keras & Theano!

deployml

Scripts for "Deploy ML to production" workshop

discopy

End-to-end shallow discourse parser

distdbs

dl_hw2

dm

Матеріали курсу "Дискретна математика", який читався на кафедрі АСОІУ Київського Політехнічного Інституту з 2006 по 2015 рік (з деякими перервами).

drl_final_project

drl_hw3

drl_hw5

drl_hw6