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3dfasterrcnn_lungnoduledetector

attention_is_all_you_need

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

awesome-cheatsheets

📚 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

awesome-cv

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

awesome-incremental-learning

Awesome Incremental Learning

book-1

book

caffe

Caffe: a fast open framework for deep learning.

cocoapi

COCO API - Dataset @ http://cocodataset.org/

convolutional_neural_network

This is the code for "Convolutional Neural Networks - The Math of Intelligence (Week 4)" By Siraj Raval on Youtube

cs231n.github.io

Public facing notes page

darts

Differentiable architecture search for convolutional and recurrent networks

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-speaker

Deep Speaker: an End-to-End Neural Speaker Embedding System https://arxiv.org/pdf/1705.02304.pdf

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

deeplearningbook-chinese

Deep Learning Book Chinese Translation

detectron

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

dynamic_routing_between_capsules

Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017

ead2019

Github pages

emotion_recognition

Feature Selection and Nuisance Attribute Projection for Speech Emotion Recognition

failures_of_dl

framework

Machine learning, computer vision, statistics and general scientific computing for .NET

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gmm-on-hadoop

Running GMM Training Algorithm (EM) on Hadoop Clusters

hao

Multi-task Learning Theory

hbpn

Image super-resolution using Hierarchical Back Projection Network (HBPN) to achieve good SR performance with low distortion.

imagenet

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

insightface

Face Recognition Project on MXNet

insightface_tf

Insight Face on TensorFlow

interpy-zh

📘《Python进阶》（Intermediate Python 中文版）

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)