Salem's Projects
State Of The Art deep neural network models
Demonstrations shown during my lectures in TPG4155 - Applied Computer Methods in Petroleum Science at NTNU
A fast, extensible progress bar for Python and CLI
Traffic Control System using fuzzy logic
The purpose of this project is to address the design and implementation of an intelligent traffic light system based on fuzzy logic technology using Python.
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)
A pure Lua-based, lightweight REPL for Torch.
Automatic extraction of relevant features from time series:
A series of machine learning tutorials for Torch7
How to set up a box from scratch for working with Torch7 and CUDA
Introduction to Machine Learning course
Workspace for "Intro to Data Science" on Udacity
course work
Working repository for the Robotics subject at the University of Málaga (2021-2023 edition)
UMich 500-Level Mobile Robotics Course
The course text for MIT 6.832 (and 6.832x on edX)
Python implementations of Optimal Control and Optimization algorithms for simulated underactuated systems and walking robots
Some unsupervised learning modules using Torch
Distributed machine learning platform
A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
3D visualization made easy
Fast parallel CTC.
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow
A lightweight Lua-based IDE for Lua with code completion, syntax highlighting, live coding, remote debugger, and code analyzer