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

Jupyter Notebook 5,284 919 Updated Mar 5, 2024

Curated list of data science interview questions and answers

3,880 903 Updated Sep 29, 2024

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

10,094 1,636 Updated Aug 31, 2023

Classical equations and diagrams in machine learning

TeX 7,528 1,272 Updated Jul 30, 2024

Accelerated General (FP32) Matrix Multiplication

Cuda 89 6 Updated Jan 9, 2025

Focal and Global Knowledge Distillation for Detectors (CVPR 2022)

Python 363 46 Updated Sep 19, 2022

[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation

Jupyter Notebook 1,548 135 Updated Oct 3, 2024

(ICCV'23) Learning to Upsample by Learning to Sample

Python 125 3 Updated May 2, 2024

An efficient video loader for deep learning with smart shuffling that's super easy to digest

C++ 1,974 168 Updated Jul 17, 2024

SFSORT: Scene Features-based Simple Online Real-Time Tracker

Jupyter Notebook 46 8 Updated Dec 23, 2024

Course Material for in28minutes courses on Java, Spring Boot, DevOps, AWS, Google Cloud, and Azure.

1,015 1,323 Updated Sep 19, 2024

Official inference framework for 1-bit LLMs

C++ 12,632 882 Updated Dec 20, 2024

Implementation of popular deep learning networks with TensorRT network definition API

C++ 7,140 1,794 Updated Dec 6, 2024

Splat-SLAM: Globally Optimized RGB-only SLAM with 3D Gaussians

Python 193 19 Updated Jan 5, 2025

Depth Pro: Sharp Monocular Metric Depth in Less Than a Second.

Python 4,015 284 Updated Oct 5, 2024

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

C++ 8,057 3,001 Updated Oct 16, 2024

[ECCV2024 - Oral] Adaptive Parametric Activation

Jupyter Notebook 44 1 Updated Dec 13, 2024

Google Drive Public File Downloader when Curl/Wget Fails

Python 4,430 357 Updated Aug 12, 2024
Swift 313 22 Updated Oct 1, 2024
TypeScript 45 Updated Sep 6, 2024

DSPy: The framework for programming—not prompting—language models

Python 21,162 1,598 Updated Jan 17, 2025

A PyTorch implementation of Connected Components Labeling

Jupyter Notebook 109 25 Updated Jun 8, 2023

High quality resources & applications for LLMs, multi-modal models and VectorDBs

Jupyter Notebook 673 118 Updated Jan 15, 2025

README file generator, powered by AI.

Python 1,730 185 Updated Jan 2, 2025

The n-gram Language Model

C 1,364 95 Updated Aug 5, 2024

AutoML library for deep learning

Python 9,180 1,404 Updated Dec 16, 2024

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Python 14,100 1,819 Updated Jul 3, 2024

Python logging made (stupidly) simple

Python 20,573 712 Updated Jan 17, 2025
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