Pinned Repositories
Deep_Learning_Specialization
This is a repo to store the programming notebooks and my notes of the 5-course deep learning specialization on Coursera.
Elements_of_Statistical_Learning
Reproduce examples in Elements of Statistical Learning by Python.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Kaggle_Indoor_Localization
https://www.kaggle.com/c/indoor-location-navigation
lzhang12.github.io
my own github webpage
Reinforcement_Learning
Python code of reinforcement learning examples in RL bible book by Sutton & Barto
soccer_analytics
This is a repo to present examples of soccer analytics.
Soccer_Player_Dection_Tracking
This repo is intended to build a program based on state-of-art in-time objection detection algorithm to detect and track players in a soccer game.
Taylor_Dispersion_with_adsorption
This repo shows how to compute the normalized global moments of a reactive solute in Poiseuille flow between plates with surface adsorption. Main results come from this Journal of Fluid Mechanics paper.
voila
a simple voila app for Heroku
lzhang12's Repositories
lzhang12/Soccer_Player_Dection_Tracking
This repo is intended to build a program based on state-of-art in-time objection detection algorithm to detect and track players in a soccer game.
lzhang12/Elements_of_Statistical_Learning
Reproduce examples in Elements of Statistical Learning by Python.
lzhang12/voila
a simple voila app for Heroku
lzhang12/Deep_Learning_Specialization
This is a repo to store the programming notebooks and my notes of the 5-course deep learning specialization on Coursera.
lzhang12/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
lzhang12/Kaggle_Indoor_Localization
https://www.kaggle.com/c/indoor-location-navigation
lzhang12/lzhang12.github.io
my own github webpage
lzhang12/Reinforcement_Learning
Python code of reinforcement learning examples in RL bible book by Sutton & Barto
lzhang12/soccer_analytics
This is a repo to present examples of soccer analytics.
lzhang12/Taylor_Dispersion_with_adsorption
This repo shows how to compute the normalized global moments of a reactive solute in Poiseuille flow between plates with surface adsorption. Main results come from this Journal of Fluid Mechanics paper.
lzhang12/TimeSeries_Seq2Seq
This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.