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hiddenmarkovmodel

Code for the Hidden Markov Model Tutorial Series

hodgkin_huxley_tutorial

Hodgkin Huxley Tutorial

hodgkinhuxleyneurons

a model of neuron signals using ion channels in the cell membraaane - http://www.neurdon.com/2011/01/26/neural-modeling-with-python-part-2/

hyperparameter-optimization-of-machine-learning-algorithms

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

imbalance-xgboost

XGBoost for label-imbalanced data: XGBoost with weighted and focal loss functions

informed_search

introduction_to_hadoop

isort

A Python utility / library to sort imports.

jira

jvm

🤗 JVM 底层原理最全知识总结

kmeans_smote

Oversampling for imbalanced learning based on k-means and SMOTE

kuhnpoker

Counter Factual Regret Minimization for Non-Perfect Information Games

leagueai

LeagueAI software framework for League of Legends that provides information about the state of the game based on Image Recognition using OpenCV and Pytorch.

least_common_multiple

leet_code

leetcode

Python & JAVA Solutions for Leetcode

leetcode4flag

🔥 🔥 High frequent interview LeetCode 100 for FaceBook，Linkedin，Amazon，Google，Microsoft. More importantly, the problems' solutions are provided，include C++, Python and Java.

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

linear_regression

logistic_regression

markov_chain

microsoft_azure_ai_fundamentals

monte_carlo_simulation

mortgage_calculator

mslearn-dp100

Lab files for Azure Machine Learning exercises

multi_armed_bandits

neural-networks-and-deep-learning

This is my assignment on Andrew Ng's course “neural networks and deep learning”

neural_networks

nlp

nonlinear_regression