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deep_learning

deep_learning_object_detection

A paper list of object detection using deep learning.

dimensionality_reduction_alo_codes

PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

dive-into-dl-pytorch

本项目将《动手学深度学习》（Dive into Deep Learning）原书中的MXNet代码实现改为PyTorch实现。

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

draw

TensorFlow Implementation of "DRAW: A Recurrent Neural Network For Image Generation"

dsprites-dataset

Dataset to assess the disentanglement properties of unsupervised learning methods

dsu_insure_sp19_ids_prioritization

IDS Alert Prioritization INSuRE Research Project

dynamic-kg

Dynamic (Temporal) Knowledge Graph Completion (Reasoning)

edge-connect

EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning. https://arxiv.org/abs/1901.00212

efficient-segmentation-networks

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

encrypted_traffic_classification

using deep learning to classify the encrypted network traffic

facedetection-dsfd

faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

fagan

A variant of the Self Attention GAN named: FAGAN (Full Attention GAN)

fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

fast-neural-style-transfer

Fast Neural Style Transfer in Pytorch

fate

An Industrial Level Federated Learning Framework

feature-engineering-for-ml-zh

:book: [译] 面向机器学习的特征工程

flowpic

T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in IEEE Transactions on Network and Service Management, doi: 10.1109/TNSM.2021.3071441.

foolbox

Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, Keras, …

fourier_neural_operator

fuck-xuexiqiangguo

学习强国 懒人刷分工具 自动学习

gan

Tooling for GANs in TensorFlow

gans-awesome-applications

Curated list of awesome GAN applications and demo

gans-in-action

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

generative-models

Comparison of Generative Models in Tensorflow

generative-models-1

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"