Saumitra Yadav's repositories
ibm1_forpptx
example for IBM 1 EM
Assignment-1
Template for Assignment 1
AutomaticEssayGrading
Automatic Essay Grading algorithms using machine learning.
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
DeepLearningBook
MIT Deep Learning Book in PDF format
DeepLearningForNLPInPytorch
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
deepy
A highly extensible deep learning framework
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
indic-wx-converter
Python library for converting UTF to WX and vice-versa for Indian languages.
kuromoji
Kuromoji is a self-contained and very easy to use Japanese morphological analyzer designed for search
models
Models built with TensorFlow
neuralmt
A Neural Machine Translation framework for training large-scale networks on multiple nodes with multiple GPUs.
NLA-project
Work related to NLA work
practical-pytorch
PyTorch tutorials using neural networks (especially RNNs) for natural language tasks
pydub
Manipulate audio with a simple and easy high level interface
pytorch-examples
Simple examples to introduce PyTorch
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]
pytorch-wordemb
Load pretrained word embeddings (word2vec, glove format) into torch.FloatTensor for PyTorch
recurrentshop
Framework for building complex recurrent neural networks with Keras
seq2seq-attn
Sequence-to-sequence model with LSTM encoder/decoders and attention
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
Transliteration
Transliteration module for Indian Languages
UD_English-EWT
English data
UD_English-PUD
Parallel Universal Dependencies.
UD_Hindi-PUD
Parallel Universal Dependencies.
Zoph_RNN
C++/CUDA toolkit for training sequence and sequence-to-sequence models across multiple GPUs