Yuan's repositories
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
blog_stuff
experiments and snippets used on the blog
bokeh
Interactive Web Plotting for Python
CNN-for-Sentence-Classification-in-Keras
Convolutional Neural Networks for Sentence Classification in Keras
Code
开发者课堂课程资料
COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
data-science
Lectures for Introduction to Data Science for Public Policy (PPOL 670-01)
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
ggpy
ggplot port for python
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.
incubator-echarts
A powerful, interactive charting and visualization library for browser
keras
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
machine_learning_examples
A collection of machine learning examples and tutorials.
models
Models built with TensorFlow
multi-class-text-classification-cnn-rnn
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
project-lesson-category
text categorization tool to categorize project lessons
pytorch_notebooks
🔥A collection of PyTorch notebooks for learning and practicing deep learning
scikit-learn
scikit-learn: machine learning in Python
splash
Lightweight, scriptable browser as a service with an HTTP API
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
statistics-for-data-scientists
Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"
tabler
Tabler is free and open-source HTML Dashboard UI KIt built on Bootstrap 4
tensorflow
Computation using data flow graphs for scalable machine learning
tensorflow-seq2seq-tutorials
Dynamic seq2seq in TensorFlow, step by step
tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
wbdata
A python library for accessing world bank data
webdevbootcamp
All source code for back-end projects from the Web Developer Bootcamp
word-excel-extract
It's a vba program that automatically read and extract data from word to excel and excel to word
WorldBankJan2018
Materials for Jan 10 World Bank Workshop