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LinLiang's Projects

dsarf icon dsarf

DSARF: Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting (AAAI2021)

energyplus icon energyplus

EnergyPlus™ is a whole building energy simulation program that engineers, architects, and researchers use to model both energy consumption and water use in buildings.

epw icon epw

Lightweight Python package for editing EnergyPlus Weather (epw) files

informer2020 icon informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

pinns-tf2.0 icon pinns-tf2.0

TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).

privategpt icon privategpt

Interact with your documents using the power of GPT, 100% privately, no data leaks

psychrolib icon psychrolib

📚 Library of psychrometric functions to calculate 🌡️ thermodynamic properties of air for Python, C, C#, Fortran, R, JavaScript and VBA/Excel

pyesn icon pyesn

Echo State Networks in Python

qlib icon qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies.

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rnn-rc-chaos icon rnn-rc-chaos

RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.

sl-quant icon sl-quant

Companion code for the "Self Learning Quant" blog post

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