limengzhaolihai's starred repositories
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
SciencePlots
Matplotlib styles for scientific plotting
Book-Mathematical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
weibo-analysis-and-visualization
使用python抓取微博数据并对微博文本分析和可视化，LDA（树图）、关系图、词云、时间趋势（折线图）、热度地图、词典情感分析（饼图和3D柱状图）、词向量神经网络情感分析、tfidf聚类、词向量聚类、关键词提取、文本相似度分析等
Yolo-FastestV2
:zap: Based on Yolo's low-power, ultra-lightweight universal target detection algorithm, the parameter is only 250k, and the speed of the smart phone mobile terminal can reach ~300fps+
dianping_textmining
大众点评评论文本挖掘，包括点评数据爬取、数据清洗入库、数据分析、评论情感分析等的完整挖掘项目
decima-sim
Learning Scheduling Algorithms for Data Processing Clusters
Transformers-RL
An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"
DecisionTransformer_StepbyStep
Decision Transformer: A brand new Offline RL Pattern.
YoloFastestV2-ncnn-Raspberry-Pi-4
YoloFastestV2 for a bare Raspberry Pi 4
cluster_optimization
Course project of SJTU EE357: Computer Network, advised by Prof. Na Ruan. We implemented and improved "A Hierarchical Framework of Cloud Resource Allocation and Power Management using Deep Reinforcement Learning" and achieve a good trade-off between power usage and job latency.
LL1-parser
LL1 parser written in Python
spark-sched-sim
A Gymnasium environment for simulating job scheduling in Apache Spark
LL1_Parser
Python LL1 Parser
thread-master
Liunx下线程间通信