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Awesome-Interview/Awesome-Interview

A curated collection of awesome resources for interview preparation, including coding challenges, practice questions, and more.

1.8K
Archived
Interview Prep
Resource Collections
#interview-preparation#coding-challenges#interview-questions

ssusnic/Machine-Learning-Flappy-Bird

Machine learning-powered implementation of the classic Flappy Bird game using neural networks and genetic algorithms.

1.8K
Archived
JavaScript
Agents & Orchestration
HTML5 Games
Phaser
#ai#machine-learning#neural-networks

stanfordmlgroup/ngboost

A Python library for natural gradient boosting, a powerful technique for probabilistic prediction.

1.8K
Stable
Python
ML Ops
ML Frameworks
Python
#gradient-boosting#machine-learning#natural-gradients

probcomp/Gen.jl

A general-purpose probabilistic programming system for building AI and ML applications.

1.8K
Stable
Julia
Machine Learning
Robotics
Julia
#bayesian#computer-vision#deep-learning

kk7nc/Text_Classification

A comprehensive survey of text classification algorithms and techniques in Python.

1.8K
Experimental
Python
Text Processing
Learning & Education
Python
#text-classification#nlp#machine-learning

xorvoid/sectorc

A 512-byte x86 boot sector C compiler for building extremely small and low-level applications.

1.8K
Archived
C
API Frameworks
CLI Tools
#low-level#boot-sector#x86

visual-layer/fastdup

Accelerate data curation and augmentation with this scalable, free tool for image and video analysis.

1.8K
Stable
Python
Computer Vision
ETL & Pipelines
Python
#data-augmentation#data-curation#image-processing

google/gemmlowp

A low-precision matrix multiplication library for performance-critical AI and machine learning applications.

1.8K
Archived
C++
ML Ops
API Frameworks
#matrix-multiplication#low-precision#performance

rentruewang/koila

A Python library that helps prevent CUDA out of memory errors in PyTorch models with just 1 line of code.

1.8K
Active
Python
ML Ops
API Frameworks
PyTorch
#deep-learning#memory-management#out-of-memory

fastmachinelearning/hls4ml

A library for running machine learning models on FPGAs using high-level synthesis (HLS) tools.

1.8K
Active
Python
ML Ops
FPGA
Python
#fpga#hls#machine-learning

Hironsan/awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities for machine learning and NLP.

1.8K
Archived
Jupyter Notebook
LLM Frameworks
Tutorials & Courses
Python
#natural-language-processing#embeddings#machine-learning

tum-pbs/PhiFlow

A differentiable PDE solving framework for machine learning tasks that leverage fluid simulations.

1.8K
Active
Python
Computer Vision
API Frameworks
Python
#differentiable-simulations#fluid-simulations#neural-networks

jakevdp/sklearn_tutorial

Tutorial materials for the scikit-learn machine learning library in Python.

1.8K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Python
#machine-learning#data-science#scikit-learn

alan-ai/alan-sdk-android

The Alan AI SDK for Android provides a conversational AI platform for building voice assistants and chatbots.

1.8K
Experimental
Prompt Engineering
React
#conversational-ai#voice-assistant#chatbots

INESCTEC/yake

A single-document unsupervised keyword extraction tool focused on AI and machine learning use cases.

1.8K
Stable
Jupyter Notebook
Corpus-Independent Keyword Extraction
#ai#keyword-extraction#unsupervised

xinshuoweng/AB3DMOT

An open-source Python implementation for 3D multi-object tracking, with KITTI benchmarking and new evaluation metrics.

1.8K
Archived
Python
Computer Vision
API Frameworks
#3d-object-tracking#computer-vision#robotics

LuChengTHU/dpm-solver

Official code for a fast ODE solver for diffusion probabilistic model sampling in 10 steps

1.8K
Archived
Python
Diffusion Models
ML Ops
Python
#diffusion-models#score-based-generative-models#stable-diffusion

google/compare_gan

This repository contains code for comparing Generative Adversarial Networks (GANs), a type of machine learning model.

1.8K
Archived
Python
Generative Models
API Frameworks
Python
#machine-learning#generative-adversarial-networks#computer-vision

edyoda/data-science-complete-tutorial

This repository provides comprehensive tutorials and resources for learning data science and machine learning using Python.

1.8K
Archived
Jupyter Notebook
Databases
Machine Learning
#data-science#machine-learning#numpy

trevorstephens/gplearn

A Python library for Genetic Programming with a scikit-learn inspired API for developers building AI tools.

1.8K
Active
Python
ML Ops
CLI Tools
Python
#genetic-programming#machine-learning#symbolic-regression
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