lgb_train = lgb.Dataset(x_train, y_train, free_raw_data = False) lgb_valid = lgb.Dataset(x_valid, y_valid, reference=lgb_train,free_raw_data=False) # 设置初始参数 params = { "boosting_type":"gbdt", "objective":"regression", "metric":"mae", "nthread":4, "learning_rate":0.1...
A detailed description of the dataset can be found [here](https://zenodo.org/records/14622048), where it can also be downloaded. Below are examples of the OpenEarthMap-SAR dataset. The dataset for the Track 1 challenge is OpenEarthMap-SAR. The [OpenEarthMap-SAR](https://zenodo.org/...
dataset_sizes = {x: len(image_datasets[x]) for x in ['train', 'val']} class_names = image_datasets['train'].classes use_gpu = torch.cuda.is_available() since = time.time() inputs, classes = next(iter(dataloaders['train'])) print(time.time()-since) ### # Trainin...
Therefore, we propose a methodology to create a 3D registration benchmark, given a point cloud dataset, that provides a more informative evaluation of a method w.r.t. other benchmarks. Using this methodology, we create a novel FAUST-partial (FP) benchmark, based on the FAUST dataset, ...
lot of manpower. However, uncontrolled conditions are common in real world. A truly reliable LPDR system should function well in these cases. To aid in better benchmarking LPDR approaches, we present our Chinese City Parking Dataset(CCPD).CCPD collects data from roadside parking in all the stre...
Modern public datasets used in network threat research often include high level flow summaries and metadata, but rarely include payload content in these summaries (notably, the UNB 2012 intrusion dataset did include some payload information encoded in Base 64; however, subsequent updates did not, due...
Figure 5. BM3D denoising for the first simulated MB InSAR dataset. (a) Filtered wrapped phase of IFF for the long baseline (unit: rad); (b) filtered wrapped phase of IFF for the short baseline (unit: rad); (c) cluster number distribution of IFF; (d) filtered intercept distribution of...
more_vert Data CardCode (1)Discussion (0)Suggestions (0) About Dataset No description available Usability info License Unknown Expected update frequency Not specified Tags chat.html(248.71 kB) get_app fullscreen chevron_right error This preview is truncated due to the large file size. Create a ...
(https://github.com/NeuroBench/neurobench/tree/main/examples/) In general, the design flow for using the framework is as follows: Train a network using the train split from a particular dataset. Wrap the network in a NeuroBenchModel. Pass the model, evaluation split dataloader, pre-/post-...
");return this._zoneDelegate.fork(this,e)}wrap(e,t){if("function"!=typeof e)throw new Error("Expecting function got: "+e);const n=this._zoneDelegate.intercept(this,e,t),o=this;return function(){return o.runGuarded(n,this,arguments,t)}}run(e,t,n,o){z={parent:z,zone:this}...