Morad Ebrahimkhas's Projects
Youtube Apache NiFi 2022 Series resources
A OPC UA gateway which gives you access to your OPC UA values via MQTT or GraphQL (HTTP). If you have an OPC UA server in your PLC, or a SCADA system with an OPC UA server, you can query data from there via MQTT and GraphQL (HTTP). In addition, the gateway can also log value changes from OPC UA nodes in an InfluxDB, IoTDB, Kafka, and others.
Data compression -- Swinging Door Algorithm
PyTorch implementations of deep reinforcement learning algorithms and environments
A Repo For Document AI
Simple dashboard template with plotly and dash deployed on heroku
Config files for my GitHub profile.
Code for the paper "Language Models are Unsupervised Multitask Learners"
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Fit an Ising model with neural spike train data using Minimum Probability Flow Learning. Based on code from Jascha Sohl-Dickstein.
Official codebase for "Job Shop Scheduling via Deep Reinforcement Learning: a Sequence to Sequence approach", published at LION17 (17th Learning and Intelligent Optimization Conference)
An OpenAi Gym environment for the Job Shop Scheduling problem.
there you can find many exercises in pandas and lumpy
This repository related to a data analyst book for programmers
PI Web API client library for Python generated using the Swagger specification
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Build your neural network easy and fast, θ«η¦PythonδΈζζε¦
Reinforcement learning approach for job shop scheduling
SAP UI5 Walkthrough