amirsadafi
Chemical, Process & Energy systems Engineer- Artificial Intelligence in Chemical Process Plants and Complex Systems.
Sharif University of Technology Iran
Pinned Repositories
amirsadafi
amirsadafi.github.io
amirsadafi_
A Jekyll version of the "Forty" theme by HTML5 UP.
DWSIM_Simulation
DWSIM simulation software would be connected to Python programming language, in this repository, I would be share some of my project due to this softwares.
GateL0RD
Code for our NeurIPS 2021 paper: Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains
keras
Deep Learning for humans
Keras_prediction
Keras Prediction - Sequence model
MP_LSTM
Matrix Profile integrating to LSTM
PFD_TO_PID
Conversion between PFDs/P&IDs and SFILES 2.0 strings
Predictive-Maintenance-LSTM
Predictive maintenance study for Complex case study, we've obtained failure causes by operational error and more deeply by design mistakes.
amirsadafi's Repositories
amirsadafi/DWSIM_Simulation
DWSIM simulation software would be connected to Python programming language, in this repository, I would be share some of my project due to this softwares.
amirsadafi/GateL0RD
Code for our NeurIPS 2021 paper: Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains
amirsadafi/keras
Deep Learning for humans
amirsadafi/Predictive-Maintenance-LSTM
Predictive maintenance study for Complex case study, we've obtained failure causes by operational error and more deeply by design mistakes.
amirsadafi/amirsadafi
amirsadafi/amirsadafi.github.io
amirsadafi/amirsadafi_
A Jekyll version of the "Forty" theme by HTML5 UP.
amirsadafi/bit-of-data-science-and-scikit-learn
Youtube tutorial associated content
amirsadafi/coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
amirsadafi/Data-Analysis-for-Machine-Learning
Stablish my own way of preprocessing :)
amirsadafi/github-bio
amirsadafi/Jadi_machine_learning_with_python_jadi
The notebooks we use on ML course
amirsadafi/Keras_prediction
Keras Prediction - Sequence model
amirsadafi/MP_LSTM
Matrix Profile integrating to LSTM
amirsadafi/PFD_TO_PID
Conversion between PFDs/P&IDs and SFILES 2.0 strings
amirsadafi/scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
amirsadafi/CountdownTimer-TeLeTiPs
The very first powerful Telegram bot to countdown to your important events in any group chat. Live countdown timer (days : hours : minutes : seconds)
amirsadafi/Equipment-tets-
this code provide a model to get data from a device and can visualize it while the dataset is so imple
amirsadafi/time-series-stumpy
Jupyter Notebooks for time series analysis using STUMPY (matrix profile)