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anatomyofmatplotlib

Anatomy of Matplotlib -- tutorial developed for the SciPy conference

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

course-v3

The 3rd edition of course.fast.ai - coming in 2019

coursework

My first repo - course work from MITX Analytics Edge, CS109

cpsc340

UBC CPSC 340: Machine Learning and Data Mining (2016W2)

cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

cs231n-convolutional-neural-networks-solutions

In this repo you can find my solutions for both 2016 and 2017 assignments of the CS231n course taught by Stanford on visual recognition. Spring 2017 solutions are for both deep learning frameworks: TensorFlow and PyTorch.

data-science-machine-learning-ai-resources

A curated set of resources for data science, machine learning, artificial intelligence (AI), data and text analytics, data visualization, big data, and more.

dataanalysis

Coursera data analysis course, done in Python

dl_book_notes

documentation

Plotly's Documentation

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fall2018-tutorials

Tutorials for Fall 2018

fastai

The fast.ai deep learning library, lessons, and tutorials

fastaipart1v2

Files for Fast.ai part 2

gensim

Topic Modelling for Humans

hiyouga-blog-project

填坑ing...

ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

jupyter-notebooks

learning-tensorflow

Repo for notebook on tensorflow

logisticregression

Logistic regression from scratch in Python

math-of-intelligence

Challenge solutions to Siraj Raval's Math of Intelligence course.

math-of-intelligence-1

my submissions for Siraj Raval's weekly challenges from The Math of Intelligence course.

math-of-machine-learning-course-by-siraj

Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.

mathofintelligence

A repository of Vanilla Machine Learning Code based on Siraj Raval's Tutorials

ml-cheatsheet

Machine learning cheatsheet

numerical-linear-algebra

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

papers

scientific papers that I've read

plantvillage-dataset

Dataset of diseased plant leaf images and corresponding labels

py

Repository to store sample python programs for python learning