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ipestth's Projects

aat icon aat

Asynchronous, event-driven algorithmic trading in Python and C++

bachelor-thesis icon bachelor-thesis

Deep Learning Algorithms Applied to Blockchain-Based Financial Time Series

bachelor-thesis-code icon bachelor-thesis-code

Bachelor's thesis about comparing different models using RNN for forecasting bike demand in Chicago

crypto-backtest icon crypto-backtest

Backtest of different trading strategies for cryptocurrencies on historical market data

crypto-trading-ai icon crypto-trading-ai

Artificial intelligence to trade cryptocurrency based off future market predictions.

decentralized-auth-simulation icon decentralized-auth-simulation

A simulation software created for my masters thesis with the title of "Introducing a Decentralized Framework that Provides Authentication on IoT devices"

deep-learning-labs icon deep-learning-labs

Various ML implementations and mathematical proofs for the UofT Neural Networks and Deep Learning course

dqn-ddpg_stock_trading icon dqn-ddpg_stock_trading

Using DQN/DDPG for stock trading. Xiong, Z., Liu, X.Y., Zhong, S., Yang, H. and Walid, A., 2018. Practical deep reinforcement learning approach for stock trading, NeurIPS 2018 AI in Finance Workshop.

gan-rnn_timeseries-imputation icon gan-rnn_timeseries-imputation

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

gmail-generator icon gmail-generator

✉️ Python script that generates a new Gmail account with random credentials

hfcrypto icon hfcrypto

Machine-learning based high frequency trading algorithm for altcoin cryptocurrencies [moved to closed source]

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