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msds689

Course syllabus, notes, projects for USF's MSDS689

multi-arm_contextual_bandit_problem

Python implementation of Lihong Li (2012) Linear UCB Algorithm for Disjoint Linear Models

multi-armed-bandit

Play with the solutions to the multi-armed-bandit problem.

multi-armed-bandits

In this notebook several classes of multi-armed bandits are implemented. This includes epsilon greedy, UCB, Linear UCB (Contextual bandits) and Kernel UCB. Some of the well cited papers in this context are also implemented.

multiarmedbandit_rl

Implementation of various multi-armed bandits algorithms on a 10-arm testbed.

music-website

🎧 Vue + SpringBoot + MyBatis 音乐网站

musicinformationretrieval.com

Instructional notebooks on music information retrieval.

mwt-ds

Umbrella repository for projects related to the MWT Decision Service

my-projects

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nes

NES emulator written in Go.

neural-network-from-scratch

A Neural Network implemented from scratch (using only numpy) in Python.

neural-network-genetic-algorithm

Evolving a neural network with a genetic algorithm.

neural_cf

Comparing keras, pytorch and gluon using neural collaborative filtering

neural_prophet

NeuralProphet: A simple forecasting package

news-recommend-ire

Stream Data based News Recommendation - Contextual Bandit Approach

nips2015_topic_network_analysis

nlp-with-python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

nlp_course

YSDA course in Natural Language Processing

nlu-evaluation-corpora

Corpora for evaluating NLU services (like API.ai, RASA, Microsoft LUIS, ...)

nlu-evaluation-scripts

Python scripts for evaluating NLU services (like API.ai, RASA, Microsoft LUIS, ...)

nndl-codes

Sample Codes for NNDL

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

nomacs

nomacs is a free image viewer for windows, linux, and mac systems.

nosleep

Lightweight Windows utility to prevent screen locking

notebooks

This is where all of the IPython Notebooks will be kept from the blog

notebooks-1

Some notebooks

notes

Notes on data science, machine learning, artificial intelligence, history, and social science.

numpy-cn

The Chinese version of numpy's official document

numpy-ml

Machine learning, in numpy