Pinned Repositories
Cycle-life-model-for-graphite-LiFePO4-cells
State of charge and state of health estimation of Li-ion battery
lstm-load-forecasting
Electricity load forecasting with LSTM (Recurrent Neural Network)
ACHP
A python-based air conditioning and heat pump system model
AIA_st2_kaggle_ml4
用Tensorflow2.0進行外匯收盤價預測, 使用LSTM, 1d-CNN, Seq2Seq
AIPoweredCooling
Minimizing Costs in Energy Consumption of a Data Center using Deep Q Learning
Alternator_analysis
依据发电机电流预测发电机故障以及故障时间
analytics_vidhya
Codes related to activities on AV including articles, hackathons and discussions.
Anomaly-Detection-Using-UnSupervised-Machine-Learning-Algorithms-in-HVAC-System
Applied unsupervised machine learning algorithms (K-Means Clustering and Isolation Forest) on time series data collected from an Air Handling Unit of a building to detect anomalous behavior of the system. Applied exploratory data analysis using Python to identify non-optimal working conditions of the AHU. Designed an automated anomaly detection system and a corrective strategy to control the AHU effectively.
Apple-Share-Price-Prediction
Built an LSTM model to predict apple share price. Trained it past 6 months daily price data.
ASHRAEenergyprediction
xynmxy's Repositories
xynmxy/ACHP
A python-based air conditioning and heat pump system model
xynmxy/battery-analysis-platform
动力电池数据分析系统
xynmxy/cvxmg
CVXMG is a python based package that allows the users to compute the sizing of Isolated/Islanded MicroGrids (IMGs).
xynmxy/d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。
xynmxy/Deep-learning-in-PHM
Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction
xynmxy/Deep-Reinforcement-Learning-Reimplementation
Implement DRL algorithms (A2C, DDPG, PPO, TD3, SAC) for continuous action space control tasks.
xynmxy/DeepLearning
Python for “Deep Learning”，《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
xynmxy/fucking-algorithm
手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.
xynmxy/gitdemo
xynmxy/hvac-optimization
HVAC optimization case study
xynmxy/K-Means-Clustering-on-3D-Data
K-Means clustering on 3D randomly generated data points
xynmxy/li-ion-battery-classification
Classification of Li-ion batteries into one of the 3 classes given in the data.
xynmxy/LITHIONPOWER-battery-clustering-and-predicationn
xynmxy/Load-Forecasting
Short-Term Load Forecasting With Deep Residual Networks
xynmxy/load-forecasting-resnet
short-term load forecasting with deep residual networks
xynmxy/Machine-Health-Prognosis-of-Battery
Machine Health Prognosis of Recgargeable Batteries using XGBoost.
xynmxy/ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
xynmxy/myems
行业领先的开源免费的能源管理系统。Industry leading open source and free Energy Management System. Industrie führendes Open Source und freies Energiemanagementsystem.
xynmxy/PJM_Power-DataAnalysis
电力数据预测分析
xynmxy/rl-testbed-for-energyplus
Reinforcement Learning Testbed for Power Consumption Optimization using EnergyPlus
xynmxy/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)
xynmxy/seasonalarima
Monthly Demand Forecasting with Seasonal ARIMA Model
xynmxy/seq2seq-signal-prediction
Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier
xynmxy/spark
Apache Spark - A unified analytics engine for large-scale data processing
xynmxy/Spark-Streaming-In-Python
Apache Spark 3 - Structured Streaming Course Material
xynmxy/spark_streaming_tensorflow_2
xynmxy/spotMicro
Spot Micro Quadripeg Project
xynmxy/TensorFlowOnSpark
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
xynmxy/Time-Series-Forcasting
A time series forecasting project from Kaggle that uses Seq2Seq + LSTM technique to forecast the headcounts. Detailed explanation on how the special neural network structure works is provided.
xynmxy/ZOOpt
A python package of Zeroth-Order Optimization (ZOOpt)