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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.

biologicalmembranemechanics

Code repository for Kirchhoff–Love shell kinematics and applications to mechanics of biological membranes

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.

gradnorm

idlm_pytorch

The Pytorch version for the inverse deep learning meta material project

keras---deep-auto-encoder-trained-layerwise

The project codes up a three hidden layer deep auto encoder, trained in a greedy layerwise fashion for initializing a corresponding deep neural network. Also, it consider training criteria such as dropout and sparsity for improving feature learning.

keras-cnn

ConvNets created with Keras.

keras-nas-pgrl

Neural Architecture Search (NAS) using policy gradient Reinforcement Learning (RL)

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.

masa

Method of Manufactured Solutions Repository

metadata-portal

Metadata portal

minos

Deep learning, architecture and hyper parameters search with genetic algorithms

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

pde-find

phasefield

PRISMS-PF: An Open-Source Phase-Field Modeling Framework

phaseflow-fenics

Phaseflow simulates the convection-coupled melting and solidification of phase-change materials.

physics-informed-deeponets

pinn

Physics-informed neural networks package

pinns-tf2.0

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

pnas2019

shenfun

High performance computational platform in Python for the spectral Galerkin method

smarthydraulicfracking

Fracture strength prediction for hydraulic fracturing using machine learning algorithms.