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webdataset/webdataset

A high-performance I/O system for large deep learning problems with strong PyTorch support.

3.0K
Experimental
Python
ML Ops
ETL & Pipelines
PyTorch
#data-augmentation#deep-learning#pytorch

zhichengfalv/Solve-App-Store-Review-Problem

A collection of solutions to common App Store review issues like IPv6 and background location.

3.0K
Archived
Objective-C
Authentication
iOS
Objective-C
#app-store-review#ipv6#background-location

afshinea/stanford-cs-221-artificial-intelligence

A comprehensive set of cheatsheets for Stanford's CS 221 Artificial Intelligence course.

2.9K
Archived
LLM Frameworks
Cheatsheets
#artificial-intelligence#machine-learning#cheatsheet

adnanaziz/EPIJudge

A C++ library for practicing coding interview questions and improving problem-solving skills.

2.9K
Archived
C++
Coding Challenges
Interview Prep
#algorithms#coding-interview#problem-solving

pedrovgs/Algorithms

Solutions for common algorithm problems written in Java for developers to reference.

2.8K
Active
Java
Learning & Education
API Frameworks
#algorithms#data-structures#problem-solving

PythonOT/POT

Python library for optimal transport and related problems, useful for machine learning tasks.

2.8K
Active
Python
ML Ops
API Frameworks
Python
#optimal-transport#wasserstein-distance#machine-learning

RodneyShag/HackerRank_solutions

A collection of 317 efficient solutions to HackerRank coding problems in Java.

2.7K
Archived
Java
Coding Challenges
#hackerrank#java#coding-challenges

liuyubobobo/Play-Leetcode

A comprehensive library of solutions to LeetCode problems in C++, Java, and Python for developers.

2.7K
Archived
C++
Coding Challenges
Interview Prep
#algorithm-challenges#interview-questions#leetcode

spcl/graph-of-thoughts

An open-source implementation of the 'Graph of Thoughts' technique for solving complex problems with large language models.

2.6K
Archived
Python
LLM Frameworks
Agents & Orchestration
Python
#graph-structure#prompt-engineering#large-language-models

danielbeach/data-engineering-practice

Practice problems for data engineering with AI tools and Python

2.6K
Archived
Python
React
#data engineering#AI tools#practice problems

wenbihan/reproducible-image-denoising-state-of-the-art

A comprehensive collection of popular and reproducible image denoising techniques and implementations.

2.5K
Archived
Computer Vision
Libraries
#image-denoising#image-processing#image-reconstruction

curiousily/Getting-Things-Done-with-Pytorch

A collection of Jupyter Notebook tutorials on solving real-world problems with machine learning and deep learning using PyTorch.

2.5K
Archived
Jupyter Notebook
Computer Vision
Time Series Forecasting
#computer-vision#time-series#anomaly-detection

tianyicui/pack

This is a library that helps developers solve the classic knapsack problem, a fundamental algorithm in computer science.

2.5K
Archived
General Utilities
Tutorials & Courses
#algorithms#data-structures#knapsack-problem

SamirPaulb/DSAlgo

A comprehensive collection of Python-based data structures and algorithms for coding interviews and competitive programming.

2.5K
Stable
Python
Coding Challenges
Interview Prep
#algorithms#data-structures#coding-interviews

jump-dev/JuMP.jl

A powerful modeling language for mathematical optimization problems in Julia, supporting linear, mixed-integer, conic, semidefinite, and nonlinear programming.

2.4K
Active
Julia
ML Ops
API Frameworks
#mathematical-modeling#optimization#linear-programming

coin-or/pulp

A Python library for solving linear programming and mixed integer programming problems.

2.4K
Stable
Python
API Frameworks
CLI Tools
Python
#constraints#mip#pulp

Pyomo/pyomo

Pyomo is a Python-based open-source software package for modeling and solving optimization problems.

2.4K
Active
Python
API Frameworks
Databases
Python
#optimization#mathematical-programming#linear-programming

dipanjanS/practical-machine-learning-with-python

A comprehensive resource for learning machine learning and deep learning using Python and popular libraries.

2.4K
Archived
Jupyter Notebook
Machine Learning
Tutorials & Courses
Jupyter
#machine-learning#deep-learning#python

Prince-1501/Complete-DSA-Preparation

A comprehensive DSA preparation course for developers looking to ace FAANG interviews and placement preparation

2.3K
Archived
SCSS
Tutorials & Courses
Interview Prep
#data-structures#algorithms#faang-preparation

Divide-By-0/ideas-for-projects-people-would-use

A collection of software ideas and problems that the creator thinks could have a decent userbase.

2.0K
Stable
Awesome Lists
Tutorials & Courses
#ideas#software-ideas#projects
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