Ali Shakiba's Projects
This is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exploratory data analysis -Data Preprocessing- Model Design- Training- Evaluation
Python coded examples and documentation of machine learning algorithms.
A collection of notebooks of my Machine Learning class written in python 3
Learn how to responsibly deliver value with ML.
Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
Mastering OpenCV 4 with Python, published by Packt
An Essential Graphic Primer of Matplotlib
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
EPFL Machine Learning Course, Fall 2021
The code from the Machine Learning Bookcamp book and a free course based on the book
Code from the Pearson Addison-Wesley book Machine Learning with Python for Everyone
Companion webpage to the book "Mathematics For Machine Learning"
MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.
The project is aimed at solving problems faced by farmers in irrigation scheduling and helping government monitor the use of its subsidized resources
Modern C++ Programming Course (C++11/14/17/20)
The original sources of MS-DOS 1.25 and 2.0, for reference purposes
Mt-KaHyPar (Multi-Threaded Karlsruhe Hypergraph Partitioner) is a shared-memory multilevel hypergraph partitioner equipped with parallel implementations of techniques employed in most sequential state-of-the-art hypergraph partitioners. Mt-KaHyPar can partition extremely large hypergraphs very fast and with high quality.
MY SIRR, (Minimalist agro-hYdrologicalmodel for Sustainable IRRigation management- soil moisture and crop dynamics), is a quantitative tool to assess and compare agricultural enterprises across climates, soil types, crops, and irrigation strategies, accounting for the unpredictability of the hydro-climatic forcing.
Location for summaries and analysis of data related to n-CoV 2019, first reported in Wuhan, China
Java package that provides data structures and algorithms for network analysis.
Official NetworkX source code repository.
Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)
Code samples for my book "Neural Networks and Deep Learning"
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.
Fast numerical array expression evaluator for Python, NumPy, PyTables, pandas, bcolz and more
Communication server of OCS Inventory
Mission: To provide a high-quality open content data structures textbook that is both mathematically rigorous and provides complete implementations.