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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

ai-engineer-roadmap

A Roadmap to Becoming an AI Engineer 👨🏻‍🚀🚀

airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

bkhn-datavisualization

Final project for Data visualization and Management

bkhn-sml-actionrecognition

Final project: Activity recognition on Gait dataset

captum

Model interpretability and understanding for PyTorch

carladatacollector

Project to record data in Carla simulation, in order to prepare for Object Detection module

cds2019

centerpoint

cheatrunning

Cheat running on GPS

collaborative-distillation

[CVPR'20] Collaborative Distillation for Ultra-Resolution Universal Style Transfer (PyTorch)

context_aug

Context-driven data augmentation for Object Detection (ECCV'18)

controlnet

Let us control diffusion models

copy-paste-aug

Copy-paste augmentation for segmentation and detection tasks

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

densedepth

High Quality Monocular Depth Estimation via Transfer Learning

densetnt

dira

freeswitch_home_credit

Home credit FTI

hand-writing-recognition-cnnblstm

html5_rtsp_player

Play RTSP stream from IP camera in browser in this HTML5 player without plugins

imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

light_button_detection

Light button detection using yolov7

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

machine-learning-systems-design

A booklet on machine learning systems design with exercises: https://huyenchip.com/machine-learning-systems-design/toc.html

mathematical-tours.github.io

Site web of the Mathematical Tours

ml-aws-specialty-lab