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actrys

A Python platform to automate calibration of traffic simulations

adaptive-traffic-signal-control-using-reinforcement-learning

This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellman Equation (Q-Learning).

amod

Autonomous Vehicles Intelligence Analysis

amodeus

Autonomous Mobility-on-Demand Extremely Useful Simulation

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, ... 🧠

attention-is-all-you-need-pytorch

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

automated-data-analytics-on-aws

The Automated Data Analytics on AWS solution provides an end-to-end data platform for ingesting, transforming, managing and querying datasets. This helps analysts and business users manage and gain insights from data without deep technical experience using Amazon Web Services (AWS).

awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

awesome-llm

Awesome-LLM: a curated list of Large Language Model

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

awesome-transit

Community list of transit APIs, apps, datasets, research, and software :bus::star2::train::star2::steam_locomotive:

aws-mlflow-sagemaker-cdk

MLflow on AWS Fargate integrated with Amazon SageMaker.

bayesian-machine-learning

Notebooks about Bayesian methods for machine learning

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

city-roads

Visualization of all roads within any city

cloud-experiments

Open innovation with 60 minute cloud experiments on AWS

cookbook

The Data Engineering Cookbook

course-mastering-aws-cloudformation

data-engineering

Updated installation instructions for Data Engineering

data-engineering-projects

Personal Data Engineering Projects

data-science-on-aws

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

data.pour.paris

Visualisations de l'open data parisienne.

data_engineering_mobdata

airflow dags for miscellaneous projects

dataengineeringproject

Example end to end data engineering project.

db-api-to-gtfs

Small hack to convert data from the Deutsche Bahn API into a valid GTFS feed

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-with-python

Deep learning codes and projects using Python

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

download-tweets-ai-text-gen

Python script to download public Tweets from a given Twitter account into a format suitable for AI text generation.