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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

apple_case_study

applied-deep-learning

Applied Deep Learning

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-diffusion-models

A collection of resources and papers on Diffusion Models

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

bert-relation-extraction

PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper

clinicalbert

ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)

clinicalbert-1

repository for Publicly Available Clinical BERT Embeddings

clinicalbert-deep-learning--predicting-hospital-readmission-using-transformer

Blog post on Medium

coding-interview-university

A complete computer science study plan to become a software engineer.

data_science_challenge_project

deep_learning_specialization

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

efficientnet-pytorch

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

insight_h1b

kickstarter

learngitbranching

An interactive git visualization and tutorial. Aspiring students of git can use this app to educate and challenge themselves towards mastery of git!

machine-learning-interview

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

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

microservices-python

mle-flashcards

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

mlops-basics

models

Models and examples built with TensorFlow

python3_data_structures

Code from Youtube Tutorial Series

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.