Stonesjtu / Pytorch-NCE
The Noise Contrastive Estimation for softmax output written in Pytorch
☆318Updated 5 years ago
Alternatives and similar repositories for Pytorch-NCE:
Users that are interested in Pytorch-NCE are comparing it to the libraries listed below
- PyTorch Implementation of the paper Learning to Reweight Examples for Robust Deep Learning☆352Updated 5 years ago
- Latent Alignment and Variational Attention☆327Updated 6 years ago
- Code for paper "Learning to Reweight Examples for Robust Deep Learning"☆269Updated 6 years ago
- A pytorch implementation of the paper: "Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks"☆81Updated 6 years ago
- Implementation of Sparsemax activation in Pytorch☆159Updated 4 years ago
- pytorch neural network attention mechanism☆147Updated 6 years ago
- categorical variational autoencoder using the Gumbel-Softmax estimator☆431Updated 7 years ago
- PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset☆123Updated 5 years ago
- Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"☆408Updated 9 months ago
- Virtual Adversarial Training (VAT) implementation for PyTorch☆296Updated 6 years ago
- Codes for "Towards Binary-Valued Gates for Robust LSTM Training".☆76Updated 6 years ago
- Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"☆579Updated 5 years ago
- Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.☆459Updated 5 years ago
- Minimal RNN classifier with self-attention in Pytorch☆150Updated 3 years ago
- The entmax mapping and its loss, a family of sparse softmax alternatives.☆434Updated 10 months ago
- Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve exis…☆251Updated 3 years ago
- NeurIPS 2019 - Learning Data Manipulation for Augmentation and Weighting☆109Updated 4 years ago
- Learning deep representations by mutual information estimation and maximization☆324Updated 6 years ago
- An implementation of DeepMind's Relational Recurrent Neural Networks (NeurIPS 2018) in PyTorch.☆245Updated 6 years ago
- Codes for "Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View"☆148Updated 5 years ago
- Implementation of Universal Transformer in Pytorch☆259Updated 6 years ago
- Pytorch implementation of R-Transformer. Some parts of the code are adapted from the implementation of TCN and Transformer.☆228Updated 5 years ago
- PyTorch Implementation of "Non-Autoregressive Neural Machine Translation"☆269Updated 3 years ago
- PyTorch implementations of LSTM Variants (Dropout + Layer Norm)☆136Updated 4 years ago
- Re-implementation of the Noise Contrastive Estimation algorithm for pyTorch, following "Noise-contrastive estimation: A new estimation pr…☆45Updated 5 years ago
- ☆64Updated 4 years ago
- ☆83Updated 5 years ago
- Sparse and structured neural attention mechanisms☆223Updated 4 years ago
- pytorch implementation of VAE-Gumble-Softmax☆63Updated 4 years ago
- PyTorch DataLoader for seq2seq☆85Updated 6 years ago