Pinned Repositories
GEM-metrics
Automatic metrics for GEM tasks
BIG-bench
Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models
dlp
Code for "On Dimensional Linguistic Properties of the Word Embedding Space".
DNI-tensorflow
DNI (Decoupled Neural Interfaces using Synthetic Gradients) Implementation with Tensorflow.
Finding-Memo
Code for "Extractive Memorization in Constrained Sequence Generation Tasks"
Half-Size
Code for "Effective Dimensionality Reduction for Word Embeddings".
hallucinations
Code for "The Curious Case of Hallucinations in Neural Machine Translation".
long-tailed
Code for "On Long-Tailed Phenomena in NMT".
Megalodon
Various ML/DL Resources organised at a single place.
seq2set-keras
An Implementation of Seq2Set (Pointer Network) in Keras.
vyraun's Repositories
vyraun/text-classification-wv
Text Classification Using Word Vectors.
vyraun/bpemb
Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)
vyraun/concreteness
Concreteness
vyraun/DAVEnet-pytorch
Deep Audio-Visual Embedding network (DAVEnet) implementation in PyTorch
vyraun/DDPAE-video-prediction
Learning to Decompose and Disentangle Representations for Video Prediction, NIPS 2018
vyraun/end-to-end-negotiator
Deal or No Deal? End-to-End Learning for Negotiation Dialogues
vyraun/InterpretationFragility
Interpretation of Neural Network is Fragile
vyraun/intrinsic-dimension
vyraun/Mens-Tennis-Rank-vs-Points
Ranks vs Points plot, Points Density, Age Distribution of Top 100 Tennis Players.
vyraun/MUSE
A library for Multilingual Unsupervised or Supervised word Embeddings
vyraun/naacl18tutorial
NAACL 2018 Tutorial: Modelling Natural Language, Programs, and their Intersection
vyraun/nonauto-nmt
PyTorch Implementation of "Non-Autoregressive Neural Machine Translation"
vyraun/OTML_DS3_2018
Practical sessions for the Optimal Transport and Machine learning course at DS3 2018
vyraun/PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
vyraun/pytorch-SkipGram
Implementing Skip-gram Negative Sampling with pytorch
vyraun/Pytorch_C3D_Feature_Extractor
Pytorch C3D feature extractor
vyraun/SANAS
vyraun/SCDV
Text classification with Sparse Composite Document Vectors.
vyraun/SentEval
A python tool for evaluating the quality of sentence embeddings.
vyraun/Seq2Sick
Adversarial examples for Seq2Seq model in NLP
vyraun/SincNet
SincNet is a neural architecture for efficiently processing raw audio samples.
vyraun/SPM_toolkit
Neural network toolkit for sentence pair modeling.
vyraun/truecaser
Language independent truecaser in Python.
vyraun/TSA
Time Series Anomaly Detection Toolkit
vyraun/vmf_vae_nlp
Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"
vyraun/VSE-C
Implementation of our paper "Learning Visually-Grounded Semantics from Contrastive Adversarial Samples" at COLING 2018.
vyraun/vsepp
PyTorch Code for the paper "VSE++: Improving Visual-Semantic Embeddings with Hard Negatives"
vyraun/WER-in-python
This program calculates the word error rate of hypothesis in ASR and print the aligned result.
vyraun/word-embedding-dimensionality-selection
On the Dimensionality of Word Embedding, NIPS 2018
vyraun/word2gm
Word to Gaussian Mixture Model