boukos Goto Github PK

ipython-minibook

UPDATE (2015): This is an old repo, go here for the new edition

iscpp

Introduction to Scientific Computing and Programming in Python

islr-python

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

java-algorithms-implementation

Algorithms and Data Structures implemented in Java

jhu-thesis-template

JHU Thesis Template

juliadatascience

Book on Julia for Data Science

keras

Deep Learning for humans

knitrbootstrap

A framework to create bootstrap styled HTML reports from knitr Rmarkdown.

lab

Experimental materials

learn-data-analysis-w-python

Source code for 'Learn Data Analysis with Python; by A.J. Henley and Dave Wolf

learn-python

learnbayes

Functions to Learn Bayesian Inference

learning-concurrent-programming-in-scala-second-edition

This is a code repository for the book, Learning Concurrent Programming in Scala - Second Edition, Published by Packt

learning-javascript-3e

Companion repository to Learning JavaScript, 3rd Edition.

learning-spark

Example code from Learning Spark book

learningpyspark

Code base for the Learning PySpark book (in preparation)

lectures

Lecture Demos for CS 212 Software Development Fall 2016

lectures-1

Lecture notes for EC 607

lectures-2

lectures-all

Central repository for all lectures on deep learning at UPC ETSETB TelecomBCN.

lessons

Teaching materials used by the Research Bazaar

llm-seminar

Seminar on Large Language Models (COMP790-101 at UNC Chapel Hill, Fall 2022)

machine-learning

CMSC 25025 - Machine Learning and Large Scale Data Analysis | Spring 2015

machine-learning-approach-for-malware-detection

A Machine Learning approach for classifying a file as Malicious or Legitimate

machine-learning-for-finance

ML Coursework focused on solving Computational Finance and Risk Assessment models

machine-learning-for-trading

Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading

machine-learning-systems-design

A booklet on machine learning systems design with exercises

machine-learning-with-spark

Machine Learning with Spark source codes.

machinelearning

Random classifiers, documents. Nothing of interest.

machinelearning_fall2015

BUS 41204: Machine Learning