ninasiam

project-based-learning

Curated list of project-based tutorials

the-art-of-command-line

Master the command line, in one page

30-seconds-of-code

Short code snippets for all your development needs

tech-interview-handbook

💯 Curated coding interview preparation materials for busy software engineers

ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

cs-video-courses

List of Computer Science courses with video lectures.

design-patterns-for-humans

An ultra-simplified explanation to design patterns

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

mindsdb

The platform for building AI from enterprise data

manim

A community-maintained Python framework for creating mathematical animations.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

pyscript

Try PyScript: https://pyscript.com Examples: https://tinyurl.com/pyscript-examples Community: https://discord.gg/HxvBtukrg2

ivy

The Unified AI Framework

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

scalene

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

the-algorithm-ml

Source code for Twitter's Recommendation Algorithm

latexify_py

A library to generate LaTeX expression from Python code.

skorch

A scikit-learn compatible neural network library that wraps PyTorch

courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

Machine-Learning-Interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

ceres-solver

A large scale non-linear optimization library

som-tsp

Solving the Traveling Salesman Problem using Self-Organizing Maps

koalas

Koalas: pandas API on Apache Spark

best_AI_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

TheAlgorithms-Python

TheAlgorithms/Python

alphatensor

lamini

spark-xml

XML data source for Spark SQL and DataFrames

hottbox

HOTTBOX: Higher Order Tensors ToolBOX.

jensen

A C++ toolkit for Convex Optimization (Logistic Loss, SVM, SVR, Least Squares etc.), Convex Optimization algorithms (LBFGS, TRON, SGD, AdsGrad, CG, Nesterov etc.) and Classifiers/Regressors (Logistic Regression, SVMs, Least Squares Regression etc.)