ae-training

a

alphax-nasbench101

Neural Architecture Search using Deep Neural Network and Monte Carlo Tree Search

arch2vec

[NeurIPS 2020] "Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?" by Shen Yan, Yu Zheng, Wei Ao, Xiao Zeng, Mi Zhang

attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

benchenas

BenchENAS is a platform to help researchers conduct fair comparisons upon Evolutionary algorithm based Neural Architecture Search (ENAS) algorithms.

cgp-cnn-analytics

cgp-cnn-pytorch

A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

cgp-cnn-v2

covernet

Implementation of multi-modal path prediction - CoverNet with Pytorch and nuscenes dataset (Not completed)

deap

Distributed Evolutionary Algorithms in Python

deep-symbolic-optimization

Source code for deep symbolic optimization.

deepsymreg

Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

eql

Equation Learning Based Neural Network Model

eqldiv

Equation Learner, a neural network approach to symbolic regression

fairnas

FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search

fastai1

v1 of the fastai library. v2 is the current version. v1 is still supported for bug fixes, but will not receive new features.

genetic-cnn

CNN architecture exploration using Genetic Algorithm

geppy

A framework for gene expression programming (an evolutionary algorithm) in Python

geppy_nn

Evolutionary NAS with cellular encoding of gene expression programming

gradcnn

HRY CONSULTING

graph2vec

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

graph2vec_practice

handson-unsupervised-learning

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

hariyanobuki

Config files for my GitHub profile.

imageprocessing_beer

intelligentsystemhry

ish_sample

石川君用のサンプルコード

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

lgga

Learning Symbolic Equations with Auxiliary Truth Enhanced Genetic Algorithms