lzhang12 Goto Github PK

followers: 2.0 following: 2.0 repos: 11.0 gists: 0.0

Type: User

lzhang12's Projects

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

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.

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.