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Alireza Shahin's Projects

4dome_gis_outranking icon 4dome_gis_outranking

The data and source codes. The algorithms of CoCoSo and MAIRCA methods were formulated in Excel, and each parameter was calculated.

alphalens icon alphalens

Performance analysis of predictive (alpha) stock factors

apahce_sedona icon apahce_sedona

A cluster computing framework for processing large-scale geospatial data

aws_mlops_sagemaker icon aws_mlops_sagemaker

https://aws.amazon.com/blogs/machine-learning/mlops-for-batch-inference-with-model-monitoring-and-retraining-using-amazon-sagemaker-hashicorp-terraform-and-gitlab-ci-cd/

cardinal icon cardinal

A practical Active Learning python package with a strong focus on experiments.

core2relperm icon core2relperm

Core2Relperm project for inverse modelling of core flooding experiments

cvae icon cvae

Conditional Variational AutoEncoder (CVAE) PyTorch implementation

databricks_llm_rag icon databricks_llm_rag

Build a question answering system based on a given collection of documents with open-source LLMs

dl_mit icon dl_mit

Lab Materials for MIT 6.S191: Introduction to Deep Learning

dltfpt icon dltfpt

Deep Learning with TensorFlow, Keras, and PyTorch

drl_portfolio-management icon drl_portfolio-management

This repository represents work in progress for the Worldquant University Capstone Project titled: Asset Portfolio Management using Deep Reinforcement Learning (DRL). The work presented explores the use of Deep Reinforcement Learning in dynamically allocating assets in a portfolio in order to solve the Tactical Asset Allocation (TAA) problem.

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