Waquar Kaleem's Projects
Notebooks with codes for Gassman fluid substitution
Materials for a short course on convex optimization.
A Python-embedded modeling language for convex optimization problems.
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
D
Differentiation through cone programs
A simple example of how a genetic algorithm can be used to select the optimal subset of features to use for machine learning problems.
A Python application and tutorial that use Flask framework to provide a REST API to receive requests from the UI. The API then persists the data to a Cloudant database.
A toolkit for developing and comparing reinforcement learning algorithms.
A brazen two-column theme for Jekyll.
Home work submissions for IST_597_HWs_SP23
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
To implement Optimization (maximization) problem through Linear programming in Python Language.
OptLLM
3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
C package that solves convex cone problems via operator splitting
A game theoretic approach to explain the output of any machine learning model.