水质净化厂工艺控制-曝气量预测 baseline

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world. https://challenger.ai/

A validation study for the application of quantile regression neural networks to Bayesian remote sensing retrievals

A best practice for tensorflow project template architecture.

Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)

A general-purpose encoder-decoder framework for Tensorflow

LaTeX files for the Deep Learning book notation

Vehicle Detection Project

TuShare is a utility for crawling historical data of China stocks

Starting files for the Udacity CarND Behavioral Cloning Project

1st place solution

Python implementation of Reinforcement Learning: An Introduction

Classify Traffic Signs.

Content for Udacity's Machine Learning curriculum

Lane Finding Project for Self-Driving Car ND

Deformable Convolutional Networks

Stock price prediction using LSTM and 1D Convoltional Layer implemented in keras with TF backend on daily closing price of S&P 500 data from Jan 2000 to Aug 2016

The code of the paper 'Deep Forecast : Deep Learning-based Spatio-Temporal Forecasting", ICML Time Series Workshop 2017.

Repo for the Deep Learning Nanodegree Foundations program.

Python for Finance (O'Reilly)

Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock selections.

Computation using data flow graphs for scalable machine learning