borisbanushev
AI Quant and Data Scientist in Finance. Data Science MSc @ UC Berkeley. Economics PhD candidate @ Oxford. MSc Finance @ MBS. Yes, that's me playing ice hockey
Singapore
Pinned Repositories
AIMLCICDonAWS
End to end CI/CD pipeline for AI/ML workloads built only using native AWS services.
anomaliesinoptions
In this notebook we will explore a machine learning approach to find anomalies in stock options pricing.
AWSGlue-SageMakerDebugger
Demo of using AWS Glue and SageMaker Debugger
basicchat
CAPM_Databricks
dbdemos-dataset
dataset used by dbdemos
predictions
ReducingMLcostsWithAWS
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.
TradX
borisbanushev's Repositories
borisbanushev/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.
borisbanushev/anomaliesinoptions
In this notebook we will explore a machine learning approach to find anomalies in stock options pricing.
borisbanushev/predictions
borisbanushev/TradX
borisbanushev/ReducingMLcostsWithAWS
borisbanushev/AWSGlue-SageMakerDebugger
Demo of using AWS Glue and SageMaker Debugger
borisbanushev/CAPM_Databricks
borisbanushev/AIMLCICDonAWS
End to end CI/CD pipeline for AI/ML workloads built only using native AWS services.
borisbanushev/basicchat
borisbanushev/dbdemos-dataset
dataset used by dbdemos
borisbanushev/e2e-mlops
Demo repository implementing an end-to-end MLOps workflow on Databricks. Project derived from dbx basic python template
borisbanushev/kubeflowabstraction
borisbanushev/MaskRCNN
borisbanushev/tcbar