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accsgd

Implements pytorch code for the Accelerated SGD algorithm.

adabound

An optimizer that trains as fast as Adam and as good as SGD.

adam-experiments

Experiments with Adam/AdamW/amsgrad

adamw-and-sgdw

Decoupled Weight Decay Regularization (ICLR 2019)

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

amsgrad_experiments

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

cliquenet

Convolutional Neural Networks with Alternately Updated Clique (to appear in CVPR 2018)

clothing-detection-dataset

Clothing detection dataset

clothing_style_evaluator

Evaluate stylistic visual similarity of clothing and jewelry. Machine Learning Engineer Nanodegree Capstone Project.

conditional-analogy-gan-keras

keras implementation of CAGAN and its variants. The Conditional Analogy GAN: Swapping Fashion Articles on People Images

day_leetcode

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc

deep-photo-styletransfer

Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511

deepfashion

Retrained InceptionV3 to identify fashion items

deepfashion2

DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf

fashion-detection

Fashion Detection in the Wild (Deep Clothes Detector)

fashionai2018

FashionAI Clothes Attribute Recognition

fashionai_key_points_detection

Mask R-CNN for FashionAi key point location

fortnite-pubg

Converting Fortnite texture to PUBG texture using Keras

gameai_final_project

ganlab

GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks

gencameradriver

General Industry Camera Driver

graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

image-mosaic

combine many small photoes to a big photo

img_classification_pk_pytorch

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

instagan

PyTorch implementation of "InstaGAN: Instance-aware Image Translation" (ICLR 2019)

interview_internal_reference

2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

kinectv2

Kinect for Windows V2 applications