yang-zhang Goto Github PK

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

aptos2019-blindness-detection

https://www.kaggle.com/c/aptos2019-blindness-detection

black_pre_commit_example

An example repo using pre-commit git hook for Python code formatter Black

bookcode

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

cb-tutorial-code

Demo code from SIGIR 2016 Tutorial on Counterfactual Evaluation and Learning

code-data-science

Tutorials, demos, and tests on using software to solve data science problems.

code-numerical-linear-algebra

Code for Numerical Linear Algebra 1st Edition by Lloyd N. Trefethen, David Bau III

contextual-bandit

working example of a contextual multi-armed bandit

course-nlp

A Code-First Introduction to NLP course

course-v3

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

coursera-intro-data-science-assignment

Assignments of coursera introduction to data science

courses

fast.ai Courses

create-your-own-adventure

data-science-from-scratch

code for Data Science From Scratch book

deep-learning

Deep Learning demos and experiments.

deep-learning-box

Build a deep learning box and setup software

deep-learning-course

Deep learning course from fast.ai

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

docker-setup

Docker images and setup instructions.

dog-breed-identification

Kaggle: Dog Breed Identification

ds-env

Setup, Configurations, and Productivity Tools for Data Science

ds-math

Tutorials, Demos, and Experiments on Math Problems in Data Science

ds-utils

Data Science Utility Functions in Python.

evaluation

Survey and demo of evaluation methods of machine learning and data science tasks.

examples

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

fastai

The fastai deep learning library, plus lessons and and tutorials

fastai_dev

development of the next version of fastai

fastai_old

OLD REPO - PLEASE USE fastai/fastai

fastbook

Draft of the fastai book

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.