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JuliuszB12's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

lstm_attention_redeployment_for_yahoo_stock_data icon lstm_attention_redeployment_for_yahoo_stock_data

Integrating Airbyte, Kafka, Airflow and MLflow on Azure Linux VMs within private network to periodically retrain LSTM Attention model with 1-minute stock prices and redeploy it on Azure ML AKS real-time inference endpoint behind serverless Azure API

modern-portfolio-theory-and-lstms icon modern-portfolio-theory-and-lstms

A project using deep learning to forecast stock prices and covariance. Uses multiple threads to gather data and optimize portfolio using numerous APIs.

nlp-recipes icon nlp-recipes

Natural Language Processing Best Practices & Examples

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

phidata icon phidata

Build AI Assistants with memory, knowledge and tools.

photostudio icon photostudio

Application for photography and photo editing. Uses tensorflow object detection to automate preset actions.

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