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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, ... 🧠

astro-provider-databricks

Orchestrate your Databricks notebooks in Airflow and execute them as Databricks Workflows

awesome-mlops-course-outline

Awesome MLOps Course Outline

az400m08l01

azure-pipeline-templates

templates for azure pipelines

blango

calculator

A node.js demo application

core

:house_with_garden: Open source home automation that puts local control and privacy first.

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.

disposable-email-domains

a list of disposable and temporary email address domains

flask-web-app-tutorial

Code for the note storing flask web app made during a YouTube video.

flutter-complete-guide-course-resources

Course resources (code snapshots & slides) for our complete Flutter & Dart course (https://acad.link/flutter).

gradient-boosting-tree-algorithm-gaussian

Implementing Gradient Boosting Tree algorithm for log-gaussian distribution's expected value of insurance claim amounts open-source data, beating linear and tree models

instagram-clone-django-and-react

Instagram with Django Rest Framework and React

juliuszb12

kafka-streams-examples

Demo applications and code examples for Apache Kafka's Streams API.

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

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

mslearn-dp100

Lab files for Azure Machine Learning exercises

nlp-recipes

Natural Language Processing Best Practices & Examples

optimal-sequential-stock-trading-strategy-with-ddpg

Implementation of a deep reinforcement learning algorithm to determine the optimal strategy for trading in stock exchanges on the example of companies included in the S&P500 index

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

Build AI Assistants with memory, knowledge and tools.

public-apis

A collective list of free APIs

puzzle-guessing-algorithm

pyspark-examples

Pyspark RDD, DataFrame and Dataset Examples in Python language

pythondataanalysis

Python data repo, jupyter notebook, python scripts and data.

sagemaker-studio-mlflow-integration

spark

Apache Spark - A unified analytics engine for large-scale data processing