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Danylo Baibak's Projects

addons icon addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

airflow icon airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

audio_to_ations_list icon audio_to_ations_list

A machine learning project to generate an actions list from a meeting audio recording using the OpenAI API.

bike_rental icon bike_rental

Analyze data and build model for predict bike sharing information

data icon data

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

fipi icon fipi

Automatized political analysis of text. The machine learning model is trained on data from the https://manifestoproject.wzb.eu/ and uses bag-of-words features to predict political tendencies.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

habrahabr_favs icon habrahabr_favs

Predict how many favorites will achieve an article, knowing it's title and publication time

linear_regression_demo icon linear_regression_demo

This is the code for "How to Make a Prediction - Intro to Deep Learning #1' by Siraj Raval on YouTube

ml-in-production icon ml-in-production

The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.

openai_gym icon openai_gym

Developing and comparing reinforcement learning algorithms.

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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