Yang Zhang's repositories
deep-learning
Deep Learning demos and experiments.
code-data-science
Tutorials, demos, and tests on using software to solve data science problems.
deep-learning-box
Build a deep learning box and setup software
stat-tests
Easier-to-use statistical tests in Python
code-numerical-linear-algebra
Code for Numerical Linear Algebra 1st Edition by Lloyd N. Trefethen, David Bau III
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"
dog-breed-identification
Kaggle: Dog Breed Identification
howto-pypi
A template project about how to package and distribute projects.
project-euler
https://projecteuler.net
courses
fast.ai Courses
data-science-from-scratch
code for Data Science From Scratch book
ds-env
Setup, Configurations, and Productivity Tools for Data Science
ds-math
Tutorials, Demos, and Experiments on Math Problems in Data Science
evaluation
Survey and demo of evaluation methods of machine learning and data science tasks.
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.
keras-retinanet
Keras implementation of RetinaNet object detection.
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
numpy
Numpy main repository
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
scikit-learn
scikit-learn: machine learning in Python
siamese-triplet
Siamese and triplet networks with online pair/triplet mining in PyTorch
sql2py
SQL queries as Python functions for Data Frames
tensorflow
Computation using data flow graphs for scalable machine learning
text
Data loaders and abstractions for text and NLP