programmer-util Goto Github PK

mit_ocw_linear_algebra_18_06

IPython notebooks on Gilbert Strang's MIT course on linear algebra (18.06)

ml-class

Machine learning programming exercises

ml-for-beginners

12 weeks, 24 lessons, classic Machine Learning for all

mocker

A crappy imitation of Docker, for teaching purposes

neural-networks-demystified

Supporting code for short YouTube series Neural Networks Demystified.

neuralrc

Neural Reading Comprehension

nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

nlp_dl_lecture_note

numerical-linear-algebra

This course contains the notebooks for the Numerical Linear Algebra elective in USF's MSAN program, summer 2017

numpy-100

100 Numpy exercises

og-equity-compensation

An open guide to stock options, RSUs, and taxation

on-books

Readings and notes on the past, present, and future of books

papers-we-love

Papers from the computer science community to read and discuss.

parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

pathfinder.vim

Vim plugin which gives suggestions to improve your movements

pipreqs

pipreqs - Generate pip requirements.txt file based on imports of any project

popl2015-papers

Accepted papers for POPL 2015

prml

Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

public_speaking

py-must-watch

Must-watch videos about Python

pycrumbs

Bits and bytes of Python from the Internet

pycrunch-trace

Time Travel Debugging for Python

pyhocon

HOCON parser for Python

pym

Python for you and me book

pyp

Easily run Python at the shell! Magical, but never mysterious.

pysonar2

a type inferencer and indexer for Python

python-deliberate-practice

Deliberate Practice for Learning Python

python-dev-bookmarks

A list of python development resources. Pull requests are welcome.