amirsadafi

amirsadafi.github.io

amirsadafi_

A Jekyll version of the "Forty" theme by HTML5 UP.

bit-of-data-science-and-scikit-learn

Youtube tutorial associated content

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)

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

data-analysis-for-machine-learning

Stablish my own way of preprocessing :)

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.

equipment-tets-

this code provide a model to get data from a device and can visualize it while the dataset is so imple

gatel0rd

Code for our NeurIPS 2021 paper: Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains

github-bio

jadi_machine_learning_with_python_jadi

The notebooks we use on ML course

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.

scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

time-series-stumpy

Jupyter Notebooks for time series analysis using STUMPY (matrix profile)