HwayGuo's repositories
SmartHydraulicFracking
Fracture strength prediction for hydraulic fracturing using machine learning algorithms.
anfis-pytorch
Implementation of ANFIS using the pyTorch framework
auto-sklearn
Automated Machine Learning with scikit-learn
AutoDL-Projects
Automated deep learning algorithms implemented in PyTorch or Tensorflow.
autograd
Efficiently computes derivatives of numpy code.
covid-19-data
Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data
DeepCTR_tensorflow_keras_pytorch
Common Model about DeepCTR（WideDeep，DeepFM， DCN， XdeepFM）
deepxde
Deep learning library for solving differential equations and more
fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
idlm_Pytorch
The Pytorch version for the inverse deep learning meta material project
keras-cnn
ConvNets created with Keras.
LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
metadata-portal
Metadata portal
Mish
Official Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
oscode
Code for efficient solution of oscillatory ordinary differential equations
phaseField
PRISMS-PF: An Open-Source Phase-Field Modeling Framework
pinn
Physics-informed neural networks package
PINNs-TF2.0
TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
shenfun
High performance computational platform in Python for the spectral Galerkin method
SNNs
Tutorials and implementations for "Self-normalizing networks"
tensorflow_macos
TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.
Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network
torch3d
Datasets, networks and transformations for 3D deep learning in PyTorch
Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
wavetorch
🌊 Numerically solving and backpropagating through the wave equation