dervishson Goto Github PK

blg604-proje

Deep Reinforcement Learning (BLG604E) Project Files for Students

bus_predictions

context-aware-crowd-counting

Official Code for Context-Aware Crowd Counting. CVPR 2019

deep-rl

deep-rl-keras

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

deep-time-series

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

deep_rl_dqn

deepar-pytorch

dqn_family_pytorch

This is a repository of DQN and its variants implementation in PyTorch based on the original papar.

electricity-price-forecasting

final-2021

flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

generative_deep_learning_2nd_edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

hom_ttt

keras-cam

Keras implementation of class activation mapping

keras-hypetune

A friendly python package for Keras Hyperparameters Tuning based only on NumPy and hyperopt.

simrlfab

Simulation and reinforcement learning framework for production planning and control of complex job shop manufacturing systems

spacetimeformer

Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."

stockprice_prediction

transformer-time-series-prediction

proof of concept for a transformer-based time series prediction model