Shah Mahdi Hasan 's repositories
Approximate-Message-Passing
Approximate Message Passing is an ultra fast sparse recovery algorithm.
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)
Dynamic-Random-Access-with-SS
This repository contains all the functions wrote for Multi-user Detection in Uplink Grant-Free NOMA with Sinusoidal Sequences
PyTorch-MemoryMapped-CrossValidaiton
PyTorch Dataset workflow/example with memory-mapped Numpy data
Multivariate-Time-Series-TMDB-5000
Multivariate Time series prediction with R^2 = 0.69 for TMDB-5000 dataset
Applied-Deep-Learning
Applied Deep Learning
bengal-eval-dspy
This repo containts experimentation on major LLMs and their behaviour with some certain evaluation criteria. It uses DSPy programming module.
CompetitiveProgrammingQuestionBank
This repository contains all the popular Competitive Programming and DSA questions with solutions.
gurobi-optimods
Nice APIs for common optimization tasks
Learning-Spark
Documenting my journey and experiments with Apache Spark
LeetCode-solutions
Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub).
LeetHub
Automatically sync your leetcode solutions to your github account - top 5 trending GitHub repository
lightgbm-intel-compiler
Compiling LightGBM from source with Intel OneAPI Data Parallel C++ compilers (also known as DCPP)
linkedin-skill-assessments-quizzes
Full reference of LinkedIn answers 2021 for skill assessments, LinkedIn test, questions and answers (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, css, python, machine-learning, power-poin, excel ...) linkedin ответы на квиз, linkedin ответы на тесты, LinkedIn quiz lösungen, linkedin quiz las respuestas, linkedin odpovědi na otázky
ML-Utility-Function
Repo of utility ML functions for some quick-dirty analysis
MLEP-public
Public repo for DeepLearning.AI MLEP Specialization
ngpl-statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
Paperspace-Gradient-Utility-Scripts
A repo to contain bash scripts relating to Paperspace Gradient.
phq-data-science-docs
PredictHQ’s Data Science documentation
projit
Application for managing the structure, properties, data, experiments and build of data science projects.
pyomo-exp
Experimenting with Pyomo + AMPL
PySR
High-Performance Symbolic Regression in Python and Julia
s4-jax
Exploring S4 with JAX
scikit-learn
scikit-learn: machine learning in Python
shap-hypetune
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
Timeseries-Clustering-using-DTW-and-k-Medoids
This repository is a demonstration of Dynamic Time Warping (DTW) and k-Medoids for timeseries clustering.
typing_extensions
Backported and experimental type hints for Python