farshad-jafari Goto Github PK

amirkabir-artificial-intelligence-summer-summit-2020

Resources for the AAISS 2020 presentation of fundamentals of Adversarial Machine Learning, its libraries, papers and code samples.

ant-colony-optimisation

Matlab code for ant colony optimisation problem

carbon-capture-and-storage

Integration of reservoir simulation, rock physics, seismic modeling, & geomechanics for CCS monitoring. Originally my BSc thesis and will be presented in EAGE 2020 Amsterdam.

carbonates-estimate-petrophysical-rock-types-prt-from-normalized-core-data-using-knn

Predict Petrophysical Rock Types (PRT) using KNN

class.vision

Computer vision and Deep learning in SRU

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

coursera-stanford-machine-learning

Solutions for the coursera machine learning course from andrew ng

deep-learning

deep-learning-coursera

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

fault_net

Fault detection software for seismic data

geomech_iitr

A tool for Standard well interpretation and Geomechanical Modelling

geomechanics

Python workflows for Geomechanics

machine-learning

ml-andrew-ng

دوره یادگیری ماشین دانشگاه استفورد به فارسی، در حال تکمیل

ml-andrew-ng-code

سورس کد وب سایت یادگیری ماشین دانشگاه استنفورد به فارسی

predict-permeability-using-artificial-neural-networks-ann-

python

python-class-summer

All codes and resources for UTech Academy Python class.

reservoir-geomechanics

Worked solutions of Prof. Mark Zoback's Reservoir Geomechanics course (StanfordOnline: GEOPHYSX0001) homeworks implemented using Python in ipynb notebooks

reservoir-geomechanics-python

Work in progress while I practice and get some new concepts on Python for data sciences

rnn-notebooks

RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)

sru-deeplearning-workshop

دوره 12 ساعته یادگیری عمیق با چارچوب Keras

utech-summer-school-99-machine-learning