Benny Lu's repositories
transformer
Transformer是谷歌在17年发表的Attention Is All You Need 中使用的模型,经过这些年的大量的工业使用和论文验证,在深度学习领域已经占据重要地位。Bert就是从Transformer中衍生出来的语言模型。我会以中文翻译英文为例,来解释Transformer输入到输出整个流程。
FOC
A BLDC motor driver using FOC algorithm.
qd-3dt
Official implementation of Monocular Quasi-Dense 3D Object Tracking
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
aiohttp
Asynchronous HTTP client/server framework for asyncio and Python
QDarkStyleSheet
A dark style sheet for QtWidgets application
socket-test
A simple TCP/UDP socket test interface built with Python and PyQt5
openDog
CAD and code for each episode of my open source dog series
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman) 遗传、粒子群、模拟退火、蚁群算法等
pyswarms
A research toolkit for particle swarm optimization in Python
visual-pushing-grasping
Train robotic agents to learn to plan pushing and grasping actions for manipulation with deep reinforcement learning.
dracula-theme
:scream: A dark theme for all the things!
Youtube-Code-Repository
Repository for most of the code from my YouTube channel
Linux-0.11code
:hourglass_flowing_sand:这是Linux0.11内核源代码
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
bullet3
Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
craves.ai
CRAVES: Controlling Robotic Arm with a Vision-based, Economic System
gqcnn
Python module for GQ-CNN training and deployment with ROS integration.
rl
The Robotics Library (RL) is a self-contained C++ library for rigid body kinematics and dynamics, motion planning, and control.
fst-pso
A settings-free global optimization method based on PSO and fuzzy logic
redis
Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes
ROS_Learning
Learn how to use ROS :) It's never too old to learn.
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
KUKA-iiwa-Camera-Calibration
Camera (Kinect Cam) Calibration routine for a KUKA iiwa Robot.
signal-processing
IIR filter and so on