Valentin Nagornyy's repositories
chatip
DevOp | Print user sessions meta (IP address) using Openfire REST API | glob support (admin*r)
gym-trading
Environment for reinforcement-learning algorithmic trading models
jq.py
Python bindings for jq
mongo-kafka
MongoDB Kafka Connector
oz-info-bot
Telegram bot to scan WWW and notify about results
pyipdb
Collect IP+Excel
stockpredictionai
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
timescaledb
An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.
tinkoff-invest-dumper
Saves orderbook/candles streams to JSON-file for ML purposes