kenneth-lee-ch Goto Github PK

kaggle-credit-card-fraud-detection

Classify fraudulent credit card transactions based on the result of a PCA transformation

kenneth-lee-ch.github.io

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latentpc

machine-learning

:earth_americas: machine learning tutorials (mainly in Python3)

notebooks

code for deep learning courses

optuna

A hyperparameter optimization framework

pcalg

:exclamation: This is a read-only mirror of the CRAN R package repository. pcalg — Methods for Graphical Models and Causal Inference. Homepage: http://pcalg.r-forge.r-project.org/

pgmpy

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

polyreg

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

ruptures

ruptures: change point detection in Python

smpybandits

🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on

sms-spam-classification

Using recurrent neural network to classify SMS messages as spam or legitimate

sta-207

It contains projects for the class STA 207 at UC Davis

sta207w2020

Notes for STA 207 Winter 2020 in UC Davis

trustworthyai

trustworthy AI related projects

tweetsupportphrase

The goal of this project is to construct a model for a given sentence and the label sentiment to predict what phrases in the sentence that best support the given sentiment.

uci_abalone_age_prediction

a model prediction problem on UCI abalone data set

uci_heart_disease_classification

a classification problem on UCI heart disease data set

whattocook

Classify the cuisine based on ingredients and recommend an ingredient that is missing from a given list of ingredients and a given cuisine name.