jeongho Goto Github PK

algo

Set up a personal VPN in the cloud

banditsbook

Code for my book on Multi-Armed Bandit Algorithms

bda_py_demos

Bayesian Data Analysis demos for Python

calcite

Apache Calcite

centos6

centos7

cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

cm-api-flume-example

Example of using Cloudera Manager API to create a Flume Service and set Flume Agent config

cm_api

Cloudera Manager API Client

e4e

Experimentation for Engineers (Manning, 2023)

empirical-bayes-book

Introduction to Empirical Bayes: Examples from Baseball Statistics

example-models

Example models for Stan

hue

Hue Editor: Open source SQL Query Assistant for Databases/Warehouses

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.

keras_snli

Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks

mimikatz

A little tool to play with Windows security

minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

mirai-source-code

Leaked Mirai Source Code for Research/IoC Development Purposes

ml-in-scala

no-local-dev-getting-started

A web-based Heroku and Heroku Connect, Getting Started experience

optim

A numeric optimization package for Torch.

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

postgres-operator

Postgres operator creates and manages PostgreSQL clusters running in Kubernetes

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pymc-resources

PyMC3 educational resources

python3_with_pleasure

A short guide on features of Python 3 with examples (updated for python 3.7)

quantumkatas

Tutorials and programming exercises for learning Q# and quantum computing

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

soynlp

한국어 자연어처리를 위한 파이썬 라이브러리입니다. 단어 추출/ 토크나이저 / 품사판별/ 전처리의 기능을 제공합니다.