pbhatia243

Parminder Bhatia's starred repositories

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Language:PythonNOASSERTION79366 1720 42535

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

Language:C++Apache-2.020721 1070 9555

CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Language:C++NOASSERTION17479 1252 3298

lectures

Oxford Deep NLP 2017 course

15615 1224 18

nmt

TensorFlow Neural Machine Translation Tutorial

Language:PythonApache-2.06335 253 426

eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

Language:Jupyter NotebookMIT2736 67 257

DeepLearningForNLPInPytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

Language:Jupyter NotebookMIT1908 99 16

attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

Language:Jupyter Notebook1428 50 27

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

Language:PythonMIT1340 135 58

sockeye

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

Language:PythonApache-2.01209 51 311

Repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

Language:Python1188 125 2

tsnejs

Implementation of t-SNE visualization algorithm in Javascript.

Language:JavaScript840 32 8

mldb

MLDB is the Machine Learning Database

Language:C++Apache-2.0661 45 26

kaggle_ndsb2017

Kaggle datascience bowl 2017

Language:PythonMIT622 27 65

LSTM_tsc

An LSTM for time-series classification

Language:PythonMIT405 35 16

RecurrentHighwayNetworks

Recurrent Highway Networks - Implementations for Tensorflow, Torch7, Theano and Brainstorm

Language:PythonMIT403 23 12

adaptive-softmax

Implements an efficient softmax approximation as described in the paper "Efficient softmax approximation for GPUs" (http://arxiv.org/abs/1609.04309)

Language:LuaNOASSERTION394 24 4

tf_chatbot_seq2seq_antilm

Seq2seq chatbot with attention and anti-language model to suppress generic response, option for further improve by deep reinforcement learning.

Language:Python362 28 35

NSC

Neural Sentiment Classification

Language:PythonMIT287 20 22

emoji2vec

emoji2vec: Learning Emoji Representations from their Description

Language:Jupyter NotebookMIT254 11 3

autoencoding_vi_for_topic_models

Tensorflow implementation for prodLDA and NVLDA.

Language:PythonMIT250 13 17

struct-attn

Code for Structured Attention Networks https://arxiv.org/abs/1702.00887

Language:LuaMIT235 21 4

Neural_Conversation_Models

Tensorflow based Neural Conversation Models

Language:PythonApache-2.0191 14 18

tf-layer-norm

TensorFlow implementation of normalizations such as Layer Normalization, HyperNetworks.

Language:Python112 12 4

lang-reps

Code accompanying our EMNLP paper Learning Language Representations for Typology Prediction

Language:Python71 7 1

neural-semantic-encoders

Reimplementation of Munkhdalai et al's Neural Semantic Encoders (https://arxiv.org/pdf/1607.04315v2.pdf)

Language:PythonApache-2.060 9 4

deepteach

DeepTeach - the Interactive Deep Image Classifier Builder

Language:JavaScriptApache-2.048 130

neural_topic_models

Language:Python12 20

enron-network-using-mapreduce-and-R

Network analysis of Enron Email Dataset using mapreduce and R

Language:HTML3 30

enefail

Enron Email Analysis

Language:Python200