Alternatives and similar repositories for Semiconductor-Wafer-Map-Defective-Type-Classification-Model

Users that are interested in Semiconductor-Wafer-Map-Defective-Type-Classification-Model are comparing it to the libraries listed below

• markditsworth / Semiconductor-Fault-Detection
  Analyzed real-world foundry data and built a classifier to detect semiconductor wafer defects during the manufacturing process.
  ☆20Updated 7 years ago
• PanithanS / Defect-Prediction-in-Semiconductor-Lithography
  Lithography defect prediction for microchip manufacturing optimization with machine learning model
  ☆27Updated 2 years ago
• MK8J / semiconductorDefects
  A collation of defect parameters in semiconductors
  ☆11Updated 5 years ago
• rayc2020 / LessonPythonCode
  LessonPythonCode
  ☆185Updated 2 years ago
• YC-Coder-Chen / feature-engineering-handbook
  A practical feature engineering handbook
  ☆333Updated 5 years ago
• Sarat0794 / Machine-Learning-in-TCAD-for-Semoconductor-Fabrication-Failure-Troubleshooting
  Collaboration of two technologies (Machine Learning and TCAD) to improve the productivity in Semiconductor manufacturing industry
  ☆10Updated 6 years ago
• BackyardofAbela / EnsembleLearning
  包括决策树和随机森林进行离职人员预测，Xgboost和lightGBM的应用
  ☆287Updated 5 years ago
• luwill / Lihang
  Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata, lihang]
  ☆16Updated 6 years ago
• MK8J / semiconductor
  a place for semiconductor models
  ☆14Updated 7 years ago
• dataprofessor / infographic
  Infographic
  ☆739Updated 5 years ago
• FuSiry / NIRS_CNN
  Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networks
  ☆38Updated 3 years ago
• piraynal / pyDM3reader
  Python module for parsing GATAN DM3|DM4 (DigitalMicrograph) files
  ☆11Updated 3 years ago
• ben1234560 / DataMiningCase
  基于真实业务上手数据挖掘（银行流失预警）:数据的处理、LightGBM、skLearning包(里面含有：GridSearchCV寻找最优参、StratifiedKFold分层5折切分、_test_Split单次数据切分等)、叠层模型融合、画AUC图、画混淆矩阵图，并输出预…
  ☆99Updated 3 years ago
• aialgorithm / Blog
  Python机器学习算法技术博客，有原创干货！有code实践！ 【更多内容敬请关注公众号 "算法进阶"】
  ☆938Updated last year
• Ultraopxt / Predict-the-rent-probability-of-a-room
  机器学习预测模型，分别用逻辑回归，决策树，随机森林，神经网络，XGBOOST和支持向量机算法建模，交叉验证，并选出AUC最优的模型。特征工程优化后，AUC值达到0.8259
  ☆57Updated 5 years ago
• gustavovelascoh / octane-NIR
  Example of NIR spectrogram processing for regression using Python
  ☆24Updated 7 years ago
• mdh266 / Semiconductor_Device_Simulator
  Semiconductor Device Simulator in 2D and 3D
  ☆12Updated 8 years ago
• dougthor42 / wafer_map
  Semiconductor Wafer Mapping
  ☆82Updated 2 years ago
• terrychen17 / Task005
  模型优化调参---网格搜索（五折交叉验证）
  ☆12Updated 6 years ago
• radicali94 / TimeSeries-Regression
  Comparing XGBoost, CatBoost and LightGBM on TimeSeries Regression (RMSE, R2, AIC) on two different TimeSeries datasets.
  ☆22Updated 6 years ago
• cador / Python_Predict_Analysis_Algorithm_Book_Codes
  《Python预测之美：数据分析与算法实战》书籍代码维护
  ☆66Updated 2 years ago
• LeBron-Jian / sofasofa-learn
  ☆18Updated 5 years ago
• kunkun1230 / Data-analysis
  用 jupyter notebook做的一些机器学习项目
  ☆86Updated 6 years ago
• bingdiaoxiaomao / hyper-parameters-optimization
  机器学习算法超参数的优化方法——基于hyperopt和bayes_opt
  ☆14Updated 7 years ago
• anujdutt9 / Feature-Selection-for-Machine-Learning
  Methods with examples for Feature Selection during Pre-processing in Machine Learning.
  ☆363Updated 5 years ago
• hailun66 / https-github.com-luwill-Machine_Learning_Code_Implementation
  ☆46Updated 3 years ago
• ShowMeAI-Hub / awesome-AI-cheatsheets
  AI与数据科学各类工具库速查表与参考代码
  ☆667Updated 4 years ago
• wenhan123 / 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
  ☆33Updated 6 years ago
• SailingHe / Automatic-scorecard-model
  评分卡建模自动化流程
  ☆19Updated 5 years ago
• liuhuanshuo / zaoqi-data
  公众号：可视化图鉴
  ☆203Updated 4 years ago