SalemAmeen
I am an hourly paid lecturer. My main areas of research are machine learning, deep learning, multi-armed bandit, image mining and time series forecasting.
University of SalfordUk
Pinned Repositories
Artificial-Intelligence-M2
These materials were taught in the Artificial Intelligence M2 course at Salford University during the academic years 2020, 2021, and 2022.
BanditMatlab
MAB
banditsbook_Prune_many_one_play
MAB
chapter-five
pruning neurons
char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
codepaper
Pruning Deep Learning using MAB
directvsMAB
MAB
gradio
Create UIs for prototyping your machine learning model in 3 minutes
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Robotics-Simulation-Labs
Set of tutorials to practice robotics concepts with Webots and Python
SalemAmeen's Repositories
SalemAmeen/gradio
Create UIs for prototyping your machine learning model in 3 minutes
SalemAmeen/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
SalemAmeen/raspberry_pi_optimization
raspberry pi optimisation
SalemAmeen/2020-CS109A
SalemAmeen/AriaCoda
Fork and continuation of the old ARIA library for use with Pioneer-compatible mobile robots. AriaCoda is based on the GPL-licensed ARIA library from MobileRobots Inc, which is no longer maintained. Several classes have been removed, ArNetworking is not included. Various changes and improvements are occasionally made. See README.md for more inform
SalemAmeen/Artificial-Intelligence-M2
These materials were taught in the Artificial Intelligence M2 course at Salford University during the academic years 2020, 2021, and 2022.
SalemAmeen/atrial-classification
Deep Neural Network for Atrial Fibrillation Classification using Tensorflow (For education purpose only)
SalemAmeen/distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
SalemAmeen/dl-translate
A deep learning-based translation library built on Huggingface transformers
SalemAmeen/Dynamics-and-Control
Jupyter notebooks for Dynamics and Control
SalemAmeen/HarvardX-Using-Python-for-Research
SalemAmeen/introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
SalemAmeen/machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
SalemAmeen/machine-learning-projects
SalemAmeen/mediapy
This Python library makes it easy to display images and videos in a notebook.
SalemAmeen/modern-robotics
Northwestern - Modern Robotics: Mechanics, Planning, and Control Specialization
SalemAmeen/modern-robotics-capstone
Capstone project for the Modern Robotics - Mechanics, Planning, and Control Specialization from Northwestern
SalemAmeen/RobotColab
Colaboratory notebooks for robotics
SalemAmeen/RoboticSystemsBook
A working draft of a free undergraduate robotics textbook, collected from lecture notes
SalemAmeen/uma_robotics_2023
Working repository for the Robotics subject at the University of Málaga (2021-2023 edition)
SalemAmeen/UMich-ROB-530-public
UMich 500-Level Mobile Robotics Course
SalemAmeen/underactuated
The course text for MIT 6.832 (and 6.832x on edX)
SalemAmeen/underactuated-1
Python implementations of Optimal Control and Optimization algorithms for simulated underactuated systems and walking robots
SalemAmeen/vpython-jupyter
3D visualization made easy
SalemAmeen/Robotics-Simulation-Labs
Set of tutorials to practice robotics concepts with Webots and Python
SalemAmeen/AI_Salford_Logo
SalemAmeen/CV-SalemAmeen
SalemAmeen/DiseasePredictionModal
SalemAmeen/Energy-prediction
SalemAmeen/mechatronics-revolution