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/codepaper
Pruning Deep Learning using MAB
SalemAmeen/directvsMAB
MAB
SalemAmeen/Applied-Text-Mining-in-Python
Repo for Applied Text Mining in Python (coursera) by University of Michigan
SalemAmeen/Numerical-Analysis
SalemAmeen/Numerical_Analysis
Numerical Analysis Lecture
SalemAmeen/CS221_AI
🥚 Stanford CS221: Artificial Intelligence: Principles and Techniques
SalemAmeen/d2l-pytorch
This is an attempt to modify Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook's code into PyTorch.
SalemAmeen/deeplearning-models
A collection of various deep learning architectures, models, and tips
SalemAmeen/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
SalemAmeen/Gather-Tensorflow-Serving
Gather how to deploy tensorflow models as much I can.
SalemAmeen/keras-idiomatic-programmer
Handbooks and Code Samples for Software Engineers wanting to learn the Keras Machine Learning framework
SalemAmeen/Keras_pruning
A walkthrough of how to prune keras models, using both weight-pruning and unit/neuron-pruning.
SalemAmeen/Learn_Physics_in_2_Months
This is the curriculum for "Learn Physics in 2 Months" by Siraj Raval on Youtube
SalemAmeen/manim
Animation engine for explanatory math videos
SalemAmeen/mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
SalemAmeen/Model_Compression
Model Pruning and Quantization using Tensorflow
SalemAmeen/ncluster
SalemAmeen/pythonbooks
SalemAmeen/pytorch-Deep-Learning-Minicourse
Minicourse in Deep Learning with PyTorch
SalemAmeen/PyWaffle
🍯Make Waffle Charts in Python
SalemAmeen/QuickDraw
Implementation of Quickdraw - an online game developed by Google
SalemAmeen/Ridurre-Network-Filter-Pruning-Keras
Keras model convolutional filter pruning package
SalemAmeen/salemameen
Using of Multi Armed Bandit
SalemAmeen/salemameen.github.io
MAB
SalemAmeen/stanfordnlp
Official Stanford NLP Python Library for Many Human Languages
SalemAmeen/sympy
A computer algebra system written in pure Python
SalemAmeen/text-preprocessing-techniques
16 Text Preprocessing Techniques in Python for Twitter Sentiment Analysis.
SalemAmeen/tpg4155
Demonstrations shown during my lectures in TPG4155 - Applied Computer Methods in Petroleum Science at NTNU
SalemAmeen/training-data-analyst
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
SalemAmeen/WeightWatcher
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks