coldkey2003 Goto Github PK

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

awesome-sentence-embedding

A curated list of pretrained sentence and word embedding models

bert-classification-tutorial

book

Deep Learning 101 with PaddlePaddle （深度学习框架入门教程）

cs229t

Statistical Learning Theory (CS229T) Lecture Notes

dl_project

Some dl projects

document2vec

Finding document vectors from pre-trained word2vec word vectors

dssm

DSSM and Multi-View DSSM

ecosystem

Integration of TensorFlow with other open-source frameworks

fasttext

Library for fast text representation and classification.

flink-learning

flink learning blog. http://www.flink-learning.com 含 Flink 入门、概念、原理、实战、性能调优、源码解析等内容。涉及 Flink Connector、Metrics、Library、DataStream API、Table API & SQL 等内容的学习案例，还有 Flink 落地应用的大型项目案例（PVUV、日志存储、百亿数据实时去重、监控告警）分享。欢迎大家支持我的专栏《大数据实时计算引擎 Flink 实战与性能优化》

gcn

Implementation of Graph Convolutional Networks in TensorFlow

glove

GloVe model for distributed word representation

graphembedding

Implementation and experiments of graph embedding algorithms.

hangzhouyunqi2017ppt

interpret

Fit interpretable models. Explain blackbox machine learning.

keras-cn

Chinese keras documents with more examples, explanations and tips.

largevis

lda4j

A Java implemention of LDA(Latent Dirichlet Allocation)

leetcode

😏 LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解

machinelearning

matchzoo

Facilitating the design, comparison and sharing of deep text matching models.

ml

neuronblocks

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

node2vec

practicalai

A practical approach to learning machine learning.

pytext

A natural language modeling framework based on PyTorch

pythondatatools

rnn-tutorial-rnnlm

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

rspapers

Must-read papers on Recommender System.