RockWater's repositories
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt
DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
LightGBM
LightGBM is 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.
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
fastText
Library for fast text representation and classification.
full_stack_coder
Java后端面试资料；Leetcode；后端研发资料；各大厂架构开发学习资源；精华机器学习，NLP，图像识别等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理
libmesh
libMesh github repository
LightLDA
Scalable, fast, and lightweight system for large-scale topic modeling
models
Models built with TensorFlow
mx-lsoftmax
mxnet version of Large-Margin Softmax Loss for Convolutional Neural Networks.
mxnet-face
Using mxnet for face-related algorithm.
mxnet-ir
Image Retrieval Experiment Using Triplet Loss
mxnet_mtcnn_face_detection
MTCNN face detection
MXNetOnYARN
Support running MXNet on YARN
nltk
NLTK Source
Paddle
PArallel Distributed Deep LEarning （『飞桨』核心框架，高性能单机、分布式训练和跨平台部署）
pWord2Vec
Parallelizing word2vec in shared and distributed memory
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-beginner
pytorch tutorial for beginners
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
rnnlm
Recurrent Neural Network Language Modeling (RNNLM) Toolkit
rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
siamese-triplet
Siamese and triplet networks with online pair/triplet mining in PyTorch
spring-boot-examples
about learning Spring Boot via examples. Spring Boot 教程、技术栈示例代码，快速简单上手教程。
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
xgboost-yarn
xgboost 在yarn hdfs 和viewfs