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8 search results found

Neuralforecast ⭐ 2,121

Scalable and user friendly neural 🧠 forecasting algorithms.

Uncertainty Baselines ⭐ 1,324

High-quality implementations of standard and SOTA methods on a variety of tasks.

Cnn Sentence Classification Pytorch ⭐ 115

Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.

Spherenet ⭐ 111

Implementation for <Deep Hyperspherical Learning> in NIPS'17.

Neural network supported GEV beamformer

Error Detection ⭐ 76

A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

[NeurIPS'20] GradAug: A New Regularization Method for Deep Neural Networks

Dcase2017 Baseline System ⭐ 66

DCASE 2017 Baseline system

Clsurvey ⭐ 61

Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.

Baidu_dogs ⭐ 56

百度西交第三届大数据比赛Baseline(全国第4名)

Frontend Regression Validator ⭐ 55

Visual regression tool used to compare baseline and updated instances of a website in a deployment pipeline.

Dstc6 End To End Conversation Modeling ⭐ 51

DSTC6: End-to-End Conversation Modeling Track

Deep Developmental Reinforcement Learning

Figureqa Baseline ⭐ 23

TensorFlow implementation of the CNN-LSTM, Relation Network and text-only baselines for the paper "FigureQA: An Annotated Figure Dataset for Visual Reasoning"

Deep Chemometrics ⭐ 21

Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)

Quora Paraphrase Question Identification ⭐ 21

Paraphrase question identification using Feature Fusion Network (FFN).

PyTorch implementation of Advantage Actor-Critic (A2C)

This is our implementation of JNSKR: Jointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation (SIGIR 2020)

Energyboost ⭐ 7

Code release of EnergyBoost: Learning-based Control of Home Batteries

Table2vec Lideng ⭐ 6

Table2Vec: Neural Word and Entity Embeddings for Table Population and Retrieval

Deepreview ⭐ 6

Baseline Implementation of Popular Deep Learning Papers

Graph Convolutional Neural Networks for Theano

Ood Baseline ⭐ 5

Reproducing experiment result of 'A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks', by Hendrycks et al.(2017)

Wegs Drl Baselines ⭐ 5

Minimum viable reinforcement learning algorithms for your educational convenience.

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