zachlee10's 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, ... 🧠
AutoEq
Automatic headphone equalization from frequency responses
bypass-paywalls-chrome
Bypass Paywalls web browser extension for Chrome and Firefox.
control-and-system-book
textbook about control, robotics, system
Data-Analysis
Data Science Using Python
deepxde
A library for scientific machine learning and physics-informed learning
do-mpc
Model predictive control python toolbox
docker_practice
Learn and understand Docker&Container technologies, with real DevOps practice!
FedCache
[TMC 2024] FedCache: A Knowledge Cache-driven Federated Learning Architecture for Personalized Edge Intelligence
free-for-dev
A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
HowToCook
程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese only).
IIoT-EDDP
The repository contains the design database and documentation for Electric Drives Demonstration Platform
jsoncpp
A C++ library for interacting with JSON.
kr260_robotic_arm
A robotic arm controller design based on AMD/Xilinx KR260 FPGA dev-kit.
Learning-PINNs-in-Python-Physics-Informed-Machine-Learning
Physics informed Machine Learning tutorial (Pytorch and Jax)
learnopencv
Learn OpenCV : C++ and Python Examples
MLE-Flashcards
200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.
osqp
The Operator Splitting QP Solver
pbdl-book
Welcome to the Physics-based Deep Learning Book (v0.2)
phd-bibliography
References on Optimal Control, Reinforcement Learning and Motion Planning
pykan
Kolmogorov Arnold Networks
pysindy
A package for the sparse identification of nonlinear dynamical systems from data
Python-100-Days
Python - 100天从新手到大师
python-control
The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
StudyInEsp32
【深度开源】wiif+bt模块esp32学习之旅（持续更新，欢迎 Star...）
tensorflow-handbook
简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程
visp
Open Source Visual Servoing Platform