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msellamitn's Projects

masteringdm icon masteringdm

Code and examples for the Mastering Data Mining project

mbd-bidw icon mbd-bidw

Business Intelligence and Data Warehousing

mi-reinforcement-learning icon mi-reinforcement-learning

Machine Intelligence Core:Reinforcement Learning. A sub-project of Machine Intelligence Core framework. The repository contains solutions and applications related to (deep) reinforcement learning. In particular, it contains several classical problems (N-armed bandits, several variations of Gridworld), POMDP environments (Gridworld, Maze of Digits, MNIST digit) and algorithms (from simple Value Iteartion and Q-learning to DQN with Experience Replay).

ml icon ml

A standard machine learning library written in Java. It contains several pieces of code/methods/functions that are related with ML and useful for my research. More functions and algorithms are being developed (mostly when I need them).

ml_cheat_sheet icon ml_cheat_sheet

My notes and superstitions about common machine learning algorithms

mlbook icon mlbook

Repository for the free online book Machine Learning from Scratch (link below!)

mlcourse_open icon mlcourse_open

OpenDataScience Machine Learning course. Both in English and Russian

mlip icon mlip

Worked out programs from Machine Learning in Python by Michael Bowles

mmtf-spark icon mmtf-spark

Methods for the parallel and distributed analysis and mining of the Protein Data Bank using MMTF and Apache Spark.

moa icon moa

MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.

mongo-spark-jupyter icon mongo-spark-jupyter

Docker environment that spins up MongoDB replica set, Spark, and Jupyter Kab. Example code uses PySpark and the MongoDB Spark Connector.

monitringcluster icon monitringcluster

the code to monitoring the resource used in cluster with psutil python API

morlbench icon morlbench

Multiobjective Reinforcement Learning Benchmark Suite

mra icon mra

MRA++ is a MapReduce with Adapted Algorithms to Heterogeneous and Volatile Environments, based on MRSG.

mrsg icon mrsg

A high-level MapReduce simulator

multinode icon multinode

This is to create multiple virtual machines using vagrant script

nauta icon nauta

A multi-user, distributed computing environment for running DL model training experiments on Intel® Xeon® Scalable processor-based systems

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