ziyuyang's repositories
RL-short-course
Reinforcement Learning Short Course
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
smt
Surrogate Modeling Toolbox
DRL
Deep Reinforcement Learning online
Machine_Learning_Code_Implementation
Mathematical derivation and pure Python code implementation of machine learning algorithms.
HD-BO-Additive-Models
Accompanying code for AAAI 2021 publication - High-Dimensional Bayesian Optimization via Tree-Structured Additive Models
paper-reading
深度学习经典、新论文逐段精读
ConSERT
Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
bert4keras
keras implement of transformers for humans
deep_text_matching
implementation several deep text match (text similarly) models for keras . cdssm, arc-ii,match_pyramid, mvlstm ,esim, drcn ,bimpm, bert, albert, raberta
bert
TensorFlow code and pre-trained models for BERT
ner
命名体识别(NER)综述-论文-模型-代码(BiLSTM-CRF/BERT-CRF)-竞赛资源总结-随时更新
Cornell-MOE
A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.
leetcode
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
Awesome-Interview
Collection of awesome interview references.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Coding4Interviews
Leetcode、剑指Offer——名企面试官精讲典型编程题
DeepLearningGroup_Spring2019
Paper Discussion
reinforcement-learning-an-introduction
Python implementation of Reinforcement Learning: An Introduction
pytorch-generative-model-collections
Collection of generative models in Pytorch version.
add-gp-bandits
Additive Gaussian Process Bandits - version 1.0
fanova
Functional ANOVA
rembo
Bayesian optimization in high-dimensions via random embedding.