athang Goto Github PK

-jeromyanglim-oldpsychsite-

aima-data

Data files to accompany the algorithms from Norvig And Russell's "Artificial Intelligence - A Modern Approach"

aima-javascript

Javascript visualization (and implementation) of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

athang.github.io

bigrquery

An interface to Google's BigQuery from R.

class_survival_101

A brief code example in association with a presentation about Survival Analytics

cs-video-courses

List of Computer Science courses with video lectures.

d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions

datasets

dataviz_ideas

Techniques, package recommendations and tricks for data visualization, mostly using ggplot2, and extension packages

django-react-template

Django & React Template For Building Web Applications

django_quiz

This is a configurable quiz app for Django.

files

forml

Lifecycle management framework for Data science projects

free_r_tips

Free R-Tips is a FREE Newsletter provided by Business Science. It comes with bite-sized code tutorials every Tuesday.

frustration-one-year-with-r

An extremely long review of R.

gganimate

A Grammar of Animated Graphics

influential-cs-books

Most influential books on Computer Science/programming

islr-python

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

marketanalysis

Market Analysis Course with interactive RTutor problemsets, Videos and Quizzes

openintro

📦 R package for data and supplemental functions for OpenIntro resources

orange3

🍊 :bar_chart: :bulb: Orange: Interactive data analysis https://orange.biolab.si

patchwork

The Composer of ggplots

pca_demo

python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.

pytorch_active_learning

PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book

r-maching-learning-techniques

Code repository for R Machine Learning Techniques, published by Packt

rafalab.github.io

web page

rawgraphs-app

The missing link between spreadsheets and data visualization