Hariya Nobuki's repositories
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
PDE-VAE-pytorch
PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning
deep-symbolic-optimization
Source code for deep symbolic optimization.
geppy
A framework for gene expression programming (an evolutionary algorithm) in Python
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
DeepSymReg
Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"
FairNAS
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search
symbolic_deep_learning
Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"
SSNENAS
This repository contains code for paper SSNENAS.
EQL
Equation Learning Based Neural Network Model
LGGA
Learning Symbolic Equations with Auxiliary Truth Enhanced Genetic Algorithms
geppy_nn
Evolutionary NAS with cellular encoding of gene expression programming
arch2vec
[NeurIPS 2020] "Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?" by Shen Yan, Yu Zheng, Wei Ao, Xiao Zeng, Mi Zhang
EQLdiv
Equation Learner, a neural network approach to symbolic regression
AlphaX-NASBench101
Neural Architecture Search using Deep Neural Network and Monte Carlo Tree Search
neuralpredictor.pytorch
Open source reproduction in PyTorch of "Neural Predictor for Neural Architecture Search".
AttentionDeepMIL
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
cgp-cnn-PyTorch
A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)
M2Det
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network
keras-yolo3
A Keras implementation of YOLOv3 (Tensorflow backend)
nasbot
Neural Architecture Search with Bayesian Optimisation and Optimal Transport