Eldad Ohayon's starred repositories
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
data-engineering-zoomcamp
Free Data Engineering course!
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
industry-machine-learning
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
Data-science
Collection of useful data science topics along with articles, videos, and code
Applied-Deep-Learning
Applied Deep Learning Course
ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
ConvNeXt-V2
Code release for ConvNeXt V2 model
Data-Science-Competitions
Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).
coursera-machine-learning-engineering-for-prod-mlops-specialization
Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offered by deeplearning.ai
Self_Driving_Car_specialization
Assignments and notes for the Self Driving Cars course offered by University of Toronto on Coursera
mlops-amazon-sagemaker
Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker
sampling-free
IEEE TIP: Is heuristic sampling necessary in training deep object detectors? Try sampling-free object detectors!
Active-Learning-as-a-Service
A scalable & efficient active learning/data selection system for everyone.
DCASE2018Task2
Team NUDT code for DCASE2018Task2.
video-anomaly-detection
Anomaly detection in videos using deep learning.
snooker-ball-tracker
Demo app that detects/tracks snooker balls on a snooker table
personal_finance_de_project
A dockerised Airflow repository to automate API calls to your bank account (only Monzo currently supported) to store transactions in a Postgres database, check data quality with Great Expectations and visualise your data on Metabase.