# dbn_traffic_prediction_pytorch
## Introduction
This is a DBN regression model for sine wave prediction. The model is implemented in Pytorch 1.0.1.
## Usage
Run `main.py` to get an instant prediction result. Model parameters and data can be modified according to your demand.
## Reference
Special thanks to the following github repositories:
https://github.com/wmingwei/restricted-boltzmann-machine-deep-belief-network-deep-boltzmann-machine-in-pytorch
https://github.com/GabrielBianconi/pytorch-rbm
And here is a Keras version of DBN.
[https://github.com/yyb1995/DBNTrafficflowPrediction](https://github.com/yyb1995/DBNTrafficflowPrediction)
pytorch 实现的DBN网络
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2024-03-05
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pytorch 实现的DBN网络 （393个子文件） 
CMP-training-128.csv 2.59MB CMP-training-097.csv 2.35MB CMP-training-104.csv 2.17MB CMP-training-023.csv 2.03MB CMP-training-025.csv 1.98MB CMP-training-003.csv 1.84MB CMP-training-002.csv 1.83MB CMP-training-079.csv 1.83MB CMP-training-106.csv 1.81MB CMP-training-026.csv 1.62MB CMP-training-004.csv 1.59MB CMP-training-158.csv 1.55MB CMP-training-152.csv 1.52MB CMP-training-120.csv 1.49MB CMP-training-121.csv 1.42MB CMP-training-127.csv 1.4MB CMP-training-022.csv 1.39MB CMP-training-146.csv 1.37MB CMP-training-161.csv 1.31MB CMP-training-015.csv 1.29MB CMP-training-107.csv 1.27MB CMP-test-088.csv 1.25MB CMP-training-073.csv 1.24MB CMP-training-142.csv 1.22MB CMP-training-091.csv 1.21MB CMP-training-010.csv 1.2MB CMP-training-033.csv 1.19MB CMP-training-077.csv 1.18MB CMP-training-078.csv 1.12MB CMP-training-125.csv 1.11MB CMP-training-064.csv 1.11MB CMP-training-028.csv 1.09MB CMP-training-159.csv 1.08MB CMP-training-143.csv 1.08MB CMP-training-001.csv 1.06MB CMP-training-027.csv 1.04MB CMP-training-072.csv 1.03MB CMP-training-094.csv 1.01MB CMP-training-071.csv 1MB CMP-training-080.csv 1015KB CMP-training-011.csv 999KB CMP-training-117.csv 996KB CMP-training-157.csv 982KB CMP-training-141.csv 977KB CMP-training-008.csv 971KB CMP-training-139.csv 970KB CMP-test-087.csv 968KB CMP-training-005.csv 967KB CMP-training-060.csv 950KB CMP-training-114.csv 940KB CMP-training-179.csv 929KB CMP-training-160.csv 924KB CMP-training-119.csv 914KB CMP-training-151.csv 901KB CMP-training-131.csv 896KB CMP-training-103.csv 867KB CMP-training-035.csv 865KB CMP-training-105.csv 846KB CMP-training-016.csv 827KB CMP-training-089.csv 824KB CMP-training-009.csv 820KB CMP-training-153.csv 810KB CMP-training-163.csv 810KB CMP-training-115.csv 801KB CMP-training-138.csv 798KB CMP-training-126.csv 791KB CMP-training-069.csv 790KB CMP-training-012.csv 772KB CMP-training-162.csv 767KB CMP-training-129.csv 767KB CMP-training-148.csv 764KB CMP-training-074.csv 761KB CMP-training-075.csv 742KB CMP-training-137.csv 740KB CMP-training-092.csv 739KB CMP-training-068.csv 738KB CMP-training-036.csv 731KB CMP-training-000.csv 725KB CMP-training-171.csv 721KB CMP-training-017.csv 714KB CMP-training-122.csv 704KB CMP-training-098.csv 700KB CMP-training-090.csv 697KB CMP-training-037.csv 689KB CMP-training-140.csv 675KB CMP-training-177.csv 669KB CMP-training-134.csv 665KB CMP-training-081.csv 659KB CMP-training-047.csv 652KB CMP-test-073.csv 647KB CMP-training-150.csv 645KB CMP-training-006.csv 641KB CMP-training-038.csv 638KB CMP-training-093.csv 629KB CMP-training-095.csv 628KB CMP-training-181.csv 625KB CMP-training-174.csv 621KB CMP-training-112.csv 620KB CMP-training-145.csv 618KB CMP-test-123.csv 616KB共 393 条
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