Pinned Repositories
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深度学习常用优化方法详解
-machine-learning-notes-1
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
Adaptive_Sliding_Mode_Control_of_Aerial_Manipulator
Adaptive Sliding Mode Control
Formation-Attack-Detection-and-Defense
Multi-robot formation control. An attacker attack the formation and the formation can detect the attacker, then defend the attack by topology transform.
ML-Python-
主要是在学习李航的统计学习方法和周志华的机器学习西瓜书的笔记和相关的代码实现
ML_Notes
机器学习算法的公式推导以及numpy实现
reinforcement-learning
Minimal and Clean Reinforcement Learning Examples
Remote.Sensing
Hyperspectral image unmixing.
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
HaoWangSir's Repositories
HaoWangSir/-machine-learning-notes-1
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
HaoWangSir/AI-TopPaper
Classic papers for beginners, and impact scope for authors.
HaoWangSir/AI_Tutorial
精华机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理
HaoWangSir/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, ... 🧠
HaoWangSir/Awesome-pytorch-list-CNVersion
Awesome-pytorch-list 翻译工作进行中......
HaoWangSir/awesome-reinforcement-learning
Learning Resources And Links Of Reinforcement Learning （updating）
HaoWangSir/CAMshift-matlab
CAMshift is used for the target tracking,and we add the kalman filter to make the result more accurate
HaoWangSir/coding-interview-university
A complete computer science study plan to become a software engineer.
HaoWangSir/Data-Science-Notes
数据科学的笔记以及资料搜集
HaoWangSir/DeepLearningExamples
Deep Learning Examples
HaoWangSir/DeepRL-1
Modularized Implementation of Deep RL Algorithms in PyTorch
HaoWangSir/FADC
CVPR 2024 Highlight: Frequency-Adaptive Dilated Convolution for Semantic Segmentation
HaoWangSir/far_planner
Fast, Attemptable Route Planner for Navigation in Known and Unknown Environments
HaoWangSir/homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
HaoWangSir/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
HaoWangSir/lnotes_latex
LaTeX Notes
HaoWangSir/MAPTF_code
Source code for paper: An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning
HaoWangSir/MLAPP_CN_CODE
《Machine Learning: A Probabilistic Perspective》（Kevin P. Murphy）中文翻译和书中算法的Python实现。
HaoWangSir/multiagent-particle-envs
Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
HaoWangSir/NNPhD-github
Code for "Machine-Learning Non-Conservative Dynamics for New-Physics Detection" (arXiv: 2106.00026)
HaoWangSir/paper-simulation
Let's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.
HaoWangSir/pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
HaoWangSir/pmtk3
Probabilistic Modeling Toolkit for Matlab/Octave.
HaoWangSir/Prometheus
Open source software for autonomous drones.
HaoWangSir/publications-code
Code to reproduce results in peer-reviewed publications
HaoWangSir/quadprog
Quadratic Programming Solver
HaoWangSir/Reinforcement-Learning-in-Robotics
This is a private learning repository for reinforcement learning techniques used in robotics.
HaoWangSir/RLAssistant
RLA is a tool for managing your RL experiments automatically
HaoWangSir/Statistical-Learning-Methods
Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现
HaoWangSir/TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥