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aco-tsp

Solving Travelling Salesman Problem using Ant Colony Optimization

acopy

A Python implementation of the Ant Colony Optimization Meta-Heuristic

adventofcode_2022

algorithm_fundamentals

Compilation of algorithms in Python

data-science-for-marketing-analytics

Achieve your marketing goals with the data analytics power of Python

data_plumber

data acquisition and processing codes

dataminingnotebooks

This is a collection of iPython notebooks from my course on data mining. Data used in the notebooks can be downloaded from the given links in the notebooks.

dataminingnotebooks-1

Class Repository for Machine Learning I - 7331

datasharing

The Leek group guide to data sharing

discount_propensity

doing_data_science

This is the example code repository for Doing Data Science by Cathy O'Neil and Rachel Schutt (O'Reilly Media)

ds7331

DS7331 ML course works

dynamicword2vec

Dynamic Word Embeddings for Evolving Semantic Discovery code.

facebook-audience-solutions

A small system to handle automatic custom audience creation, deletion and member management.

golfdb

GolfDB is a video database for Golf Swing Sequencing, which involves detecting 8 golf swing events in trimmed golf swing videos. This repo demos the baseline model, SwingNet.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

immuno-oncology

Final term project repository for Business Analytics at MS in Data Science, SMU

isye6501

Play ground page for EDX ISYE6501, intro to analytics modeling course

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

logbert

log anomaly detection via BERT

machinelearning

선형대수와 통계학으로 배우는 머신러닝 with 파이썬

ml-for-fun

Machine Learning notebooks just for fun

msds-6306-doing-data-science

mtsp_aco

multi traveling salesman problem with ant colony optimization

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

openpar

[OpenPAR] An open-source framework for Pedestrian Attribute Recognition, based on PyTorch

practical-nlp

Official Repository for 'Practical Natural Language Processing' by O'Reilly

product_review_triage

The repository to show end-to-end ML work from the initial prototyping to production deployment with multiple iterations

rlad-core-simulator

Rlad-core is a Reinforcement Learning (RL) based Adaptive Deployment solution, which uses machine learning to scale services. This project is a simple simulator to run the rlad-core library.

route-optimisation

Multiple Ant Colony Optimization for VRP