persistforever's repositories
cifar10-tensorflow
cifar10数据集上进行图片分类,基于tensorflow框架,旨在探究不同的改进策略对分类准确率的影响,如何一步步得提高准确率
yolo-tensorflow
基于tensorflow开发的YOLO和YOLO9000,提供训练以及测试功能,以VOC2012数据集作为训练/测试集(5000/5000),进行性能检测,同时对比识别性能以及效率
ReinforcementLearning
学习强化学习各个算法,并且实践和应用成具体项目,现已完成:DQN flappy bird
hidden-markov-model
hidden markov model for python
persistforever.github.io
persistforever的主页
Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
KnowledgeableSVM
wechat knowledgeable article using svm
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.
Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
Stanford-CS-229-CN
A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译