Pinned Repositories
Approximate-Message-Passing
Approximate Message Passing is an ultra fast sparse recovery algorithm.
DeepNOMA
DeepNOMA is a knowledge distilled DL architecture aiming to deliver fast, high performance multi-user detection in massive IoT (also known as massive Machine Type Communication) systems. Work in progress.
Dynamic-Random-Access-with-SS
This repository contains all the functions wrote for Multi-user Detection in Uplink Grant-Free NOMA with Sinusoidal Sequences
Expectation-Propagation
Expectation-Propagation (EP) is used in conjunction with Bayesian Inference Problems where an intractable distribution is approximated with a complex multivariate gaussian while minimizing Kullback-Leiber distance via matching moments in ascending orders.
FDA-
All codes and results for FDA-MIMO radar
hopfield-associative-memory-from-scratch
A rudimentary implementation of Hopfield network (aka Associative Memory) trained using Hebbian learning algorithm. This is to celebrate Hopfield-Hinton's winning of Noble Prize in Physics 2024. Also to remind me that how poor I was at googling back in 2012.
MUSIC-and-root-MUSIC
A simple code for Multple Signal Classification (MUSIC).
Orthogonal-Matching-Pursuit-Family
This repo contains variations of Orthogonal Matching Pursuit (OMP) Algorithm family. The family includes: Piecewise Orthogonal Matching Pursuit (POMP), Detector based Orthogonal Matching Pursuit (DGOMP)
predict-future-sales
Kaggles future sales prediciton competition
Zadoff-Chu-Sequence-Generator
This code creates Zadoff-Chu sequence which are used in LTE Uplink paradigm (Primary Synchronization Signal (PSS), random access preamble (PRACH), uplink control channel (PUCCH), uplink traffic channel (PUSCH) and sounding reference signals (SRS)).
tanweer-mahdi's Repositories
tanweer-mahdi/Orthogonal-Matching-Pursuit-Family
This repo contains variations of Orthogonal Matching Pursuit (OMP) Algorithm family. The family includes: Piecewise Orthogonal Matching Pursuit (POMP), Detector based Orthogonal Matching Pursuit (DGOMP)
tanweer-mahdi/Approximate-Message-Passing
Approximate Message Passing is an ultra fast sparse recovery algorithm.
tanweer-mahdi/Dynamic-Random-Access-with-SS
This repository contains all the functions wrote for Multi-user Detection in Uplink Grant-Free NOMA with Sinusoidal Sequences
tanweer-mahdi/DeepNOMA
DeepNOMA is a knowledge distilled DL architecture aiming to deliver fast, high performance multi-user detection in massive IoT (also known as massive Machine Type Communication) systems. Work in progress.
tanweer-mahdi/PyTorch-MemoryMapped-CrossValidaiton
PyTorch Dataset workflow/example with memory-mapped Numpy data
tanweer-mahdi/hopfield-associative-memory-from-scratch
A rudimentary implementation of Hopfield network (aka Associative Memory) trained using Hebbian learning algorithm. This is to celebrate Hopfield-Hinton's winning of Noble Prize in Physics 2024. Also to remind me that how poor I was at googling back in 2012.
tanweer-mahdi/Multivariate-Time-Series-TMDB-5000
Multivariate Time series prediction with R^2 = 0.69 for TMDB-5000 dataset
tanweer-mahdi/Applied-Deep-Learning
Applied Deep Learning
tanweer-mahdi/bengal-eval-dspy
This repo containts experimentation on major LLMs and their behaviour with some certain evaluation criteria. It uses DSPy programming module.
tanweer-mahdi/cypher-llm-bloom
tanweer-mahdi/FoxDot
Python driven environment for Live Coding
tanweer-mahdi/foxdot-ambient-music
Some personal experimentation with Foxdot and Supercollider for creating a portable sequencer/synthasizer.
tanweer-mahdi/gurobi-optimods
Nice APIs for common optimization tasks
tanweer-mahdi/helibrunna
A HuggingFace compatible xLSTM trainer.
tanweer-mahdi/Learning-Spark
Documenting my journey and experiments with Apache Spark
tanweer-mahdi/lightgbm-intel-compiler
Compiling LightGBM from source with Intel OneAPI Data Parallel C++ compilers (also known as DCPP)
tanweer-mahdi/LSTMMSNet
tanweer-mahdi/ML-Utility-Function
Repo of utility ML functions for some quick-dirty analysis
tanweer-mahdi/MLEP-public
Public repo for DeepLearning.AI MLEP Specialization
tanweer-mahdi/ngpl-statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
tanweer-mahdi/Paperspace-Gradient-Utility-Scripts
A repo to contain bash scripts relating to Paperspace Gradient.
tanweer-mahdi/phq-data-science-docs
PredictHQ’s Data Science documentation
tanweer-mahdi/projit
Application for managing the structure, properties, data, experiments and build of data science projects.
tanweer-mahdi/pyomo-exp
Experimenting with Pyomo + AMPL
tanweer-mahdi/PySR
High-Performance Symbolic Regression in Python and Julia
tanweer-mahdi/s4-jax
Exploring S4 with JAX
tanweer-mahdi/scikit-learn
scikit-learn: machine learning in Python
tanweer-mahdi/shap-hypetune
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
tanweer-mahdi/Timeseries-Clustering-using-DTW-and-k-Medoids
This repository is a demonstration of Dynamic Time Warping (DTW) and k-Medoids for timeseries clustering.
tanweer-mahdi/typing_extensions
Backported and experimental type hints for Python