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a-recsys

A Tensorflow based implicit recommender system

awesome-rl

Reinforcement learning resources curated

caffe

Caffe: a fast open framework for deep learning.

cascade-rcnn_pytorch

An implementation of Cascade R-CNN: Delving into High Quality Object Detection.

conference_call_for_paper

2019-2020 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics

cs224n

This project contains three assignments of CS224N -- Natural Language Processing with Deep Learning. All codes are done with python 3.5, so there may be a little change from the original start codes.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep_learning_object_detection

A paper list of object detection using deep learning.

deformable-convnets

Deformable Convolutional Networks

eco-pytorch

PyTorch implementation for "ECO: Efficient Convolutional Network for Online Video Understanding", ECCV 2018

face_recognition

The world's simplest facial recognition api for Python and the command line

fcis

Fully Convolutional Instance-aware Semantic Segmentation

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gitignore

A collection of useful .gitignore templates

gtc2017-numba

Numba tutorial for GTC 2017 conference

handong1587.github.io

hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

hyperband

Hyperparameter optimization

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

interview-notebook

:calendar: 准备秋招学习笔记

leinaopai

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mx-rfcn

MXNet port of R-FCN

mxnet-notebooks

Notebooks for MXNet

pytorchssd

pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

s3ba

simplified-deeplearning

Simplified implementations of deep learning related works

sniper

SNIPER is an efficient multi-scale object detection algorithm