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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

akin-generator

UI wireframe generator that uses a SAGAN model to generate a UI wireframe for a given UI design pattern

andrew-ng-notes

This is Andrew NG Coursera Handwritten Notes.

appagent

article-extraction-benchmark

Article extraction benchmark: dataset and evaluation scripts

avatarify

Avatars for Zoom and Skype

awesome-cbir-papers

📝Awesome and classical image retrieval papers

awesome-github-profile-readme

😎 A curated list of awesome GitHub Profile READMEs 📝

const_layout

Official implementation of the MM'21 paper "Constrained Graphic Layout Generation via Latent Optimization" (LayoutGAN++, CLG-LO, and Layout evaluation)

data-science-interviews

Data science interview questions and answers

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deeplayout

PyTorch implementation of "LayoutTransformer: Layout Generation and Completion with Self-attention" to appear in ICCV 2021

deeplearning-models

A collection of various deep learning architectures, models, and tips

design2code

drowning-detector

Using YOLO object detection, this program will detect if a person is drowning. This project is still a work in progress, so it can only be implemented with a computer's webcam, and doesn't work completely yet.

elements-of-python-style

Goes beyond PEP8 to discuss what makes Python code feel great. A Strunk & White for Python.

gcn-cnn

Learning UI Similarity using Graph Networks

handbook

📚 Personal bits of knowledge.

interactive_tools

Interactive Tools for Machine Learning, Deep Learning and Math

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

lavis

LAVIS - A One-stop Library for Language-Vision Intelligence

layout-generation

Layout Generation Baseline implementations

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

midcurvenn

Computation of Midcurve of Thin Polygons using Neural Networks

ml-engineering

Machine Learning Engineering Guides and Tools

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mle-flashcards

200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.

monk_v1

Monk is a low code Deep Learning tool and a unified wrapper for Computer Vision.

multimodal

TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.