Ilay 's Projects
Boilerplate/Starter code for trading on binance using Machine Learning. Provides a basic pipeline for data gathering, feature creation, training, testing and deployment of ML augmented bots.
This program helps you to trade, create your own bot and check it on historical data.
A bot that trades leveraged USDT futures markets on binance.
GARCH and Multivariate LSTM forecasting models for Bitcoin realized volatility with potential applications in crypto options trading, hedging, portfolio management, and risk management
My class notebooks and assignments for Coursera Natural Language Processing Specialization, including Natural Language Processing with Classification and Vector Spaces, Natural Language Processing with Attention Models
Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
Here I research the ability using neuronets to predict financial graphics.
Project where I test different neural nets for image recognition
Solving problems from package LeetCode-75
XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.
This project allows you to open files in pdf and txt formats.
Face detection, recognition and tracking debug tool
This is a simple trading bot for the binance exchange.
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
A simple tool to help keep track of your bitcoin addresses and their balances.