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annotated_deep_learning_paper_implementations

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

battery_skunkworks

A Skunkworks project on the NASA battery degradation data at the ECS 232 Hack Day.

bookmarks

building-machine-learning-pipelines

Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson

cams_radiation_python

Python client for CAMS radiation service.

citylearn

Official reinforcement learning environment for demand response and load shaping

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deeprl-tensorflow2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

dl-4-tsc

Deep Learning for Time Series Classification

dl-visuals

Over 200 figures and diagrams of the most popular deep learning architectures and layers FREE TO USE in your blog posts, slides, presentations, or papers.

featureselectionga

Feature Selection using Genetic Algorithm (DEAP Framework)

genetic_dino

AI Plays Google Chorme Dinosaur Game using Genetic Algorihtm

get_nomads

A script to download point forecast data from NOMADS using pydap

google-research

Google Research

m-hive-stm32_drone_programming_course-mh-fc-fw1.0

Source code for M-HIVE STM32 drone programming from scratch course (STM32CubeIDE)

minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

openems

OpenEMS - Open Source Energy Management System

openstudio_to_energyplusapi

Python: using OpenStudio Bindings, EnergyPlus API, and matplotlib

perfectguide

python

rakdol.github.io

hosting test

reinforcement-learning-kr-v2

[파이썬과 케라스로 배우는 강화학습] 텐서플로우 2.0 개정판 예제

rl-forex-trader-lstm

Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader

rl-testbed-for-energyplus

Reinforcement Learning Testbed for Power Consumption Optimization using EnergyPlus

rlfrombasics

provides all the codes from the book "RL from basics(바닥부터 배우는 강화학습)"

siml

Machine Learning algorithms implemented from scratch

studybook

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)

teachyourselfcs-kr

컴퓨터 과학 스스로 학습하기 https://teachyourselfcs.com

ucr_time_series_classification_deep_learning_baseline

Fully Convlutional Neural Networks for state-of-the-art time series classification