Zhiqi Guo's repositories
autoencoder
study auto encoder for dl
cnn_car_classification
car classification based on cnn
data-science-from-scratch
code for Data Science From Scratch book
Deep-Learning-Coursera
Deep Learning Specialization by Andrew Ng on Coursera.
Deep-Learning-with-TensorFlow-book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
deeplearning.ai
deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.
DS-GA-1011-Fall2017
DS-GA-1011 Natural Language Processing with Representation Learning
DS-GA1002-Fall2016
Some course materials for Statistical and Mathematical Methods
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
MachineLearning
一些关于机器学习的学习资料与研究介绍
PythonDataScienceHandbook
Jupyter Notebooks for the Python Data Science Handbook
stanford-cs229
Exercise answers to the problem sets from the 2017 machine learning course cs229 by Andrew Ng at Stanford
styleguide
Style guides for Google-originated open-source projects
Text_as_Data
Code and Data for TAD 3001-004 at NYU
text_classification
all kinds of text classificaiton models and more with deep learning
VaccinesApplication
Project for 'Programming for Data Science' course