chrisdissanayake Goto Github PK

30daychartchallenge

Contributions to the #30DayChartChallenge

aml4td-website

Website sources for Applied Machine Learning for Tabular Data

bayesian-hmm

A non-parametric Bayesian approach to Hidden Markov Models

bbr

Biostatistics for Biomedical Research

catch22

catch-22: CAnonical Time-series CHaracteristics

cocktail-party-problem

BioCPPNet: Automatic Bioacoustic Source Separation with Deep Neural Networks

data-screencasts

Code from live exploratory analyses of data in R

electron-quick-start

Clone to try a simple Electron app

example-code-2e

Example code for Fluent Python, 2nd edition (O'Reilly 2022)

f1tenth_racetracks

This repository contains maps from over 20 real race tracks (mainly F1 and DTM) downscaled for the usage in the F1TENTH Gym and F1TENTH Simulator.

garage_phm

gsoc17-hhmm

Bayesian Hierarchical Hidden Markov Models applied to financial time series, a research replication project for Google Summer of Code 2017.

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

learningmpc

Learning based Model Prodictive Control for online iterative trajectory optimization for F1/10 autonomous racing.

machine-learning-for-asset-managers

Implementation of code snippets, exercises and application to live data from Machine Learning for Asset Managers (Elements in Quantitative Finance) written by Prof. Marcos López de Prado.

manuscript-template

mlfinlab

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

moonrocket3d

3D files of a famous comics character moon rocket

non-linear-dynamics-strogatz

Python scripts connected to Strogatz's nonlinear dynamics and chaos theory text.

photon

RStudio Add-in to build Shiny apps utilizing the Electron framework

prophet

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

surfacetopography

Read and analyze surface topographies

tsfeatures

Time series features