MindaugasZickus

-FastAuto-Learning

Information Systems 2023

ACIC23-competition

Data for and description of the ACIC 2023 data competition

airflow-mlflow

MLOps stack example using Airflow, MLflow and other popular tools.

bhm-at-scale

🪜 Bayesian Hierarchical Models at Scale

cfml_book

cyclic-boosting

implementation of Cyclic Boosting machine learning algorithms

inventoryanalytics

A Python library dedicated to Inventory Analytics

leetcode

optimize_your_inventory

Fast Inventory simulation and optimization

stockpyl

Python inventory optimization tools.

MindaugasZickus/inventoryanalytics

A Python library dedicated to Inventory Analytics

MindaugasZickus/leetcode

MindaugasZickus/optimize_your_inventory

Fast Inventory simulation and optimization

MindaugasZickus/stockpyl

Python inventory optimization tools.

MindaugasZickus/-FastAuto-Learning

Information Systems 2023

MindaugasZickus/ACIC23-competition

Data for and description of the ACIC 2023 data competition

MindaugasZickus/cfml_book

MindaugasZickus/cyclic-boosting

implementation of Cyclic Boosting machine learning algorithms

MindaugasZickus/demand_forecasting_simulation

MindaugasZickus/Dynamic-Pricing-Algorithm

Dynamic Pricing based on Three Reinforcement Learning Models for CCEAI-2024

MindaugasZickus/forecasting-with-machine-learning

Code repository for the course "Forecasting with Machine Learning Models"

MindaugasZickus/FRB

MindaugasZickus/hierts

Hierarchical forecasting using reconciliation methods

MindaugasZickus/hindsight-learning

Hindsight Learning for MDPs with Exogenous Inputs

MindaugasZickus/isf-deep-learning-workshop

MindaugasZickus/optsicom-framework

optsicom

MindaugasZickus/PerishableDCM

This library simulates the inventory control problem of perishable products by means of Discrete Choice Methods (DCM)

MindaugasZickus/practical-bandits-tutorial

MindaugasZickus/pricing_transformer

Research project, using a Decision Pretrained Transformer (DPT) for dynamic pricing

MindaugasZickus/Product_Embedding_CanadianTire

MindaugasZickus/reinforcement-learning

MindaugasZickus/ReplenishmentEnv

MindaugasZickus/retailsynth

MindaugasZickus/rl-novels

Slides of my course in reinforcement learning taught in Amadeus IT Group

MindaugasZickus/road-to-deep-learning

MindaugasZickus/store-sales-forecasting

MindaugasZickus/Traffic4cast2022

MindaugasZickus/uberstable

EconCS Research on Stable Matching Algorithms in Ride-sharing Platforms to Improve Driver Welfare

MindaugasZickus/understanding_ml

lectures and exercises of my university course Understanding Machine Learning

MindaugasZickus/viso_jax

GPU-accelerated value iteration and simulation for perishable inventory control using JAX