Tony (Tao) Tong's repositories
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
Data-Analysis
Data Analysis Using Python
fastText
Library for fast text representation and classification.
flashtext
Extract Keywords from sentence or Replace keywords in sentences.
gensim
Topic Modelling for Humans
gpt-2
Code for the paper "Language Models are Unsupervised Multitask Learners"
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.
IOT-Pi3-Alexa-Automation
Use Raspberry Pi 3 as home automation device with Alexa
models
Models and examples built with TensorFlow
mxnet-notebooks
Notebooks for MXNet
Neural-Network-with-Financial-Time-Series-Data
This solution presents an accessible, non-trivial example of machine learning (Deep learning) with financial time series using TensorFlow
newspaper
News, full-text, and article metadata extraction in Python 3. Advanced docs:
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 ;)
raspi-object-detection
Raspberry Pi Object Detection using TensorFlow
Sentiment-Analysis-in-Event-Driven-Stock-Price-Movement-Prediction
Use NLP to predict stock price movement associated with news
spaCy
đź’« Industrial-strength Natural Language Processing (NLP) with Python and Cython
statsmodels
Statsmodels: statistical modeling and econometrics in Python
SunFounder_PCA9685
SunFounder PCA9685
SunFounder_PiCar-V
Smart Video Car Kit V2.0 for Raspberry Pi from SunFounder
SunFounder_Ultrasonic_Avoidance
SunFounder UltraSonic Avoidance
The-complete-guide-to-modern-JavaScript-from-es2015-to-es2018
A short, easy-to-follow ebook to learn about all the new features introduced from 2015 to 2018. Read more on my blog https://www.inspiredwebdev.com
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.