A Python implementation of global optimization with gaussian processes.

A hyperparameter optimization framework

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

A framework for Reinforcement Learning research.

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

Reproduction of "Model-Agnostic Meta-Learning" (MAML) and "Reptile".

A collection of research and application papers of (uncertainty) calibration techniques.

Code for "Gradient Surgery for Multi-Task Learning"

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

在ipinyou数据集上实现了ctr预测常用算法

This project is to formalise the iPinYou RTB data into a standard format for further researches.

An implementation of the TKDE paper "Bidding Machine: Learning to Bid for Directly Optimizing Profits in Display Advertising"

Evolution Strategies Tool

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

A curated list of data mining papers about fraud detection.

Attention-based Aspect-term Sentiment Analysis implemented by tensorflow.

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

对常用的6700个汉字进行音、形比较，输出音近字、形近字的列表。 # 相近字

速度更快、效果更好的中文新词发现

综合了同义词词林扩展版与知网（Hownet）的词语相似度计算方法，词汇覆盖更多、结果更准确。

🌿 中文近义词：聊天机器人，智能问答工具包

Implementation of Graph Convolutional Networks in TensorFlow

E-Commerce Sentiment Dict

Chinese Embedding collection incling token ,postag ,pinyin,dependency,word embedding.中文自然语言处理向量合集,包括字向量,拼音向量,词向量,词性向量,依存关系向量.共5种类型的向量

SimplE Embedding for Link Prediction in Knowledge Graphs

Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"

TensorFlow code and pre-trained models for BERT