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pytorch-graphsage. Representation learning on large graphs using stochastic graph convolutions.
143ulm-basenet. Implementation of ULMFit algorithm for text classification via transfer learning
95auction-lap. Auction algorithm for solving linear assignment problem (LAP)
76wit. Algorithms for "schema matching"
26pbt. Population Based Training, Figure 2
25basenet. Pytorch NN helpers
20ripenet. Python
16frog. Differentiable neural architecture search
8sgm. SGM in Pytorch
8pmet. classification and metric learning on strings
8cuda_auction. Cuda
6hyperband. Hyperparameter optimization
5mammoth. Hyperparameter tuning via gradient descent
4graphwave. Python
4tdesc. CLI wrapper for computing image descriptors
4numba_auction. Numba implementation of Auction Algorithm for solving linear assignment problem (LAP)
4fklearn. Python
3HungarianGPU. An GPU/CUDA implementation of the Hungarian algorithm
3sfl. Sparse Fused Lasso (NYC Taxi dataset)
2ann-encoder. Network autoencoder w/ approximate nearest neighbors final layer
2billy. Bilinear features for fine-grained classification
2building-permit-hackathon. Data acquisition for Building Permit Hackathon
2tagless. Interface for building image classifiers, via transfer learning, active search and uncertainty sampling
2mgpu_sssp. C++
1python_essentials. Cuda
1nbsgd. NB+SGD
1cnnimageretrieval-pytorch. CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
1pytorch-pretrained-BERT. A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.
1fastai. The fast.ai deep learning library, lessons, and tutorials
1seanet. Python
1ParlAI. A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
1spectral-experiments. Python
1sklearn-porter. Port or transpile trained scikit-learn models to a low-level programming language like C, Java, JavaScript, Go or Swift.
1awarp. sparse dynamic time warping
1attn2d_fork. Python
1simple_las. simple linearized active search
1mosestokenizer. Mirror of https://bitbucket.org/luismsgomes/mosestokenizer/src/default/
1cbert. Cuda
1census-hackathon-2016. DARPA Census Hackathon 2016
1graph-changepoint. Python
1ezml. Very simple MAML-like metalearning baseline
1graphsage-age-prediction. GraphSAGE Example: Age Prediction in POKEC social network
1hwai. Python
1ez_ppnp. Python
1topdot. C++
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