chunsonglin Goto Github PK

acc2019

Matlab Code ACC-2019 paper: Adaptive Observer for Charge-State and Crossover Estimation in Disproportionation Flow Batteries undergoing Self-Discharge

activityrecognition

Resources about activity recognition-行为识别资料

animationrigging-advancedsetups

Distributable samples demonstrating advanced setups and use cases for Unity's Animation Rigging package

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, ... 🧠

arl_project

Using Genetic Algorithm to mimic snake locomotion in Snake Robots

awesome-machine-learning-cn

机器学习资源大全中文版，包括机器学习领域的框架、库以及软件

cassie_robot_resources

list of papers, videos and codes about the bipedal robot Cassie developed by Agility Robotics

charging-curve-prediction

deep-sea-snake

Deep RL applied to a series-elastic snake robot

deeplearning

Some practices about deep learning

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning-models

A collection of various deep learning architectures, models, and tips

dl_demos

深度学习的demo

ea_battery_spmparameterization

Electrochemical lithium-ion battery model of reduced-order to predict unmeasurable cell states for fast charging control in real time. Methods for parameterization of the model based on half and full cell measurements are provided.

ev_battery_dva_clustering

Repository for battery cell clustering in python

godot-demos

Godot demos and tutorials

gpt2-chinese

Chinese version of GPT2 training code, using BERT tokenizer.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hybrid-battery-feature-selection

hybrid_transfer

Comparison of various transfer learning models with the hybridization of an LSTM for battery RUL prediction

interpretablemlbook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

inverse-kinematics-for-redundant-robot

Inverse kinematics for redundant robot based on pseudoinverse Jacobian

lightnet

Efficient, transparent deep learning in hundreds of lines of code.

lin

https://github.com/ciro-unity/animationrigging-advancedsetups

machine-learning-battery-soc-estimaton-electric-vehicles

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

matsuoka_cpg_snake_robot_ga

Implementation of Matsuoka CPG for controlling snake robot - parameter optimization using Genetic Algorithm

ml-carbon_supercapacitor

Using machine learning to predict the performance of supercapacitors.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning