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ml-design-patterns

Software Architecture for ML engineers

ml-design-patterns-1

Source code accompanying O'Reilly book: Machine Learning Design Patterns

ml-system-design-pattern

System design patterns for machine learning

ml-with-python

ml-with-r

unsupervised and supervised algorithms in R

mnist-from-scratch

Code for training basic neural networks, especially the MNIST numbers dataset.

nerual-networks

Almost all NN

news_categorization

All clustrring

nlp

object_tracking

OpenCV/Python

pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

price_prediction

cars

pulsar-flink-stateful-streams

Integrating Apache Pulsar and Apache Flink for Powerful Data Streams Processing

python-patterns

A collection of design patterns/idioms in Python

python_interview_questions

Вопросы для подготовки к интервью на позицию Python Developer

pytorch

pytorch-transformer-for-rul-prediction

Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo, Y., Wu, Q., Li, X., & Huang, B. (2021). Remaining useful life estimation via transformer encoder enhanced by a gated convolutional unit. Journal of Intelligent Manufacturing, 1-10.

qtbitcointrader

Secure multi crypto exchange trading client

recommendation-systems

redash

Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

reddit-data-pipeline-engineering

redditdataengineering

This project provides a comprehensive data pipeline solution to extract, transform, and load (ETL) Reddit data into a Redshift data warehouse. The pipeline leverages a combination of tools and services including Apache Airflow, Celery, PostgreSQL, Amazon S3, AWS Glue, Amazon Athena, and Amazon Redshift.

reinforcement-learning-in-path-finding

Reinforce Learing, Q-Rounting, Shortest-Path

rlquant

Applying Reinforcement Learning in Quantitative Trading

rltrader

A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym

ros2_rust

Rust bindings for ROS2

rust-algo

All Algorithms implemented in Rust

rust-chatbot

backend/frontend rust chatbot

rust-interview-handbook

A curated list of Rust interview preparation materials for busy software engineers. Submit a PR if you know of any other Rust interview questions.

rust-resourses

The list of Rust code and resources.