LinLiang's repositories
privateGPT
Interact with your documents using the power of GPT, 100% privately, no data leaks
Hands-on-RL
https://hrl.boyuai.com/
RNN-RC-Chaos
RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
ydata-quality
Data Quality assessment with one line of code
BayesianDeepLearning-Survey
Bayesian Deep Learning: A Survey
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.
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.
PINNs-TF2.0
TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
google-research
Google Research
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
DSARF
DSARF: Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting (AAAI2021)
tft-speedup
Speeding up Google's Temporal Fusion Transformer
psychrolib
📚 Library of psychrometric functions to calculate 🌡️ thermodynamic properties of air for Python, C, C#, Fortran, R, JavaScript and VBA/Excel
RC_BuildingSimulator
A Resistance Capacitance Model for an Energetic Simulation of a Building
epw
Lightweight Python package for editing EnergyPlus Weather (epw) files
Echo-State-Networks
Echo State Networks with TensorFlow
ConvTransformerTimeSeries
Convolutional Transformer for time series
pyESN
Echo State Networks in Python
sl-quant
Companion code for the "Self Learning Quant" blog post