yuanqunyong's repositories
AdaBound
An optimizer that trains as fast as Adam and as good as SGD.
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
conference_call_for_paper
2018-2019 International Conferences in Artificial Intelligence, Computer Vision and Image Processing
Deep-Learning-Landscape
An (incomplete) overview of recent advances on Deep Learning Landscape
delta_orthogonal_init_pytorch
Delta Orthogonal Initialization for PyTorch
hessian
hessian in pytorch
jan
Jan is an open source alternative to ChatGPT that runs 100% offline on your computer
loss-visualization
This project is to visualize the loss landscape of neural networks. This project uses a CAFFE saved model for visualizing the loss landscape
OthogonalWN
This project is the Torch implementation of our accepted AAAI 2018 paper : orthogonal weight normalization method for solving orthogonality constraints over Steifel manifold in deep neural networks (arXiv:1709.06079 )
Python-100-Days
Python - 100天从新手到大师
PyTorch-AutoNEB
PyTorch AutoNEB implementation to identify minimum energy paths, e.g. in neural network loss landscapes
resnet-in-tensorflow
Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.
state-of-the-art-result-for-machine-learning-problems
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
swa
Stochastic Weight Averaging in PyTorch
Switchable-Normalization
Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779
tensorflow
Computation using data flow graphs for scalable machine learning
tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
tensorflow_with_latest_papers
Implementation of Newest RNN and Seq2Seq Features
tensorlayer
TensorLayer: Deep Learning and Reinforcement Learning Library for Researcher and Engineer.
tflearn
Deep learning library featuring a higher-level API for TensorFlow.
the-art-of-command-line
Master the command line, in one page
the-gan-zoo
A list of all named GANs!
Virgilio
Your new Mentor for Data Science E-Learning.
VisualizingLoss
Reproducing paper on visualization of loss functions