andrewolal Goto Github PK

learn-data-mining-through-excel

For the book Learn Data Mining through Excel

learn-to-code-for-data-analysis

Jupyter notebooks and datasets for this course

learning_info

Links to future useful info I find and want to save for later.

learnpython

Everything you need to know about learning Python is here. This is a catalog that teaches you how to code in Python. In fact, everything you need to know from beginner to intermediate is here. Even experts could learn from this!

lecture-python.notebooks

Notebooks for https://python.quantecon.org

machine-learning

Content for Udacity's Machine Learning curriculum

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

manim

Animation engine for explanatory math videos

manim-1

A community-maintained Python framework for creating mathematical animations.

manning

Repository for the book Grokking Machine Learning, by Manning Editors

math51

Collection of my assignments and work in the class MATH51 at Stanford

matminer

Data mining for materials science

medium-article-codes

milewski-ctfp-pdf

Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source

mit-6.00.1x-introduction-to-computer-science-and-programming-using-python

6.00.1x Introduction to Computer Science and Programming Using Python from MIT on edX

ml-for-beginners

12 weeks, 24 lessons, classic Machine Learning for all

ml-for-rngs

ml-roadmap

Collection of resources for self-studying mathematics and machine learning.

mml-companion

This is a companion to the ‘Mathematical Foundations’ section of the book, Mathematics for Machine Learning by Marc Deisenroth, Aldo Faisal and Cheng Ong, written in python for Jupyter Notebook.

modsimpy

Text and supporting code for Modeling and Simulation in Python

molecular_generating_rnn-lstm

Created a RNN with LSTM cells to learn patterns from SMILES Strings, and use them to generate new molecular structures.

my_ml_service

My Machine Learning Web Service

neural-networks

Python code and data sets used in the post on neural networks.

ng-rc-paper-code

Code for the paper "Next Generation Reservoir Computing"

nlp-in-python-tutorial

comparing stand up comedians using natural language processing

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

numericalmethodsphysicswithpython

Codes, tutorials and other resources associated with the textbook "Numerical Methods in Physics with Python" by Alex Gezerlis

p-wl

A Persistent Weisfeiler–Lehman Procedure for Graph Classification

package_theft_preventor

Something to prevent package thieves, I dunno

pandas-cookbook

Recipes for using Python's pandas library