Pinned Repositories
ActorsForFun
Learning akka actors
adventures-in-ml-code
This repository holds all the code for the site http://www.adventuresinmachinelearning.com
akka
Akka Project
akka-exchange
A demonstration Akka application including Spray, Sharding, Data Duplication (aka Replication), and Akka TCP / Streams
akka_streaming_learning
allennlp
An open-source NLP research library, built on PyTorch.
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
angular-styleguide
Angular Style Guide: A starting point for Angular development teams to provide consistency through good practices.
ann
Artificial Neural Networks in Akka
randomForest
This is a distributed implementation of random forest algo on spark.This differs from the implemantation of the same algo available in mllib.In mllib, randomforest algo is implemented by splitting the data instance wise. This implementation is by splitting the data feature wise.This implementation is very useful for the data which has many features . I also made few improvisations ,by removing some classes which can be avoided in this approach of implementations One important improvement is: Now ,it is not compulsory for users of randomForest to give categoricalFeatureInfo (information regarding which are continous features ,how many categories a categorical feature contains) as input .It is now converted to an Option This implementation automatically detects which are continuous features and how many categories a categorical feature contains when the categoricalFeatureInfo is given as None in the input from user.
bbnsumanth's Repositories
bbnsumanth/allennlp
An open-source NLP research library, built on PyTorch.
bbnsumanth/awesome-sentence-embedding
A curated list of pretrained sentence(and word) embedding models
bbnsumanth/awesome-sentiment-analysis
Repository with all what is necessary for sentiment analysis and related areas
bbnsumanth/bilm-tf
Tensorflow implementation of contextualized word representations from bi-directional language models
bbnsumanth/CATANA
Video face recognition and content creator collaboration detection framework.
bbnsumanth/cs231n.github.io
Public facing notes page
bbnsumanth/decaNLP
The Natural Language Decathlon: A Multitask Challenge for NLP
bbnsumanth/deep-learning-with-csharp-and-cntk
Deep Learning with C# and CNTK
bbnsumanth/DeepLearningFrameworks
Demo of running NNs across different frameworks
bbnsumanth/DL-NLP-Readings
My Reading Lists of Deep Learning and Natural Language Processing
bbnsumanth/fastai
The fastai deep learning library, plus lessons and and tutorials
bbnsumanth/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
bbnsumanth/mac-network
Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)
bbnsumanth/MOQA
Mixtures of Opinions for Question Answering
bbnsumanth/neural-qa
📚 A Neural QA Model for DBpedia using Neural SPARQL Machines.
bbnsumanth/neural_sequence_labeling
A TensorFlow implementation of Neural Sequence Labeling model, which is able to tackle sequence labeling tasks such as POS Tagging, Chunking, NER, Punctuation Restoration and etc.
bbnsumanth/neuralcoref
✨Fast Coreference Resolution in spaCy with Neural Networks
bbnsumanth/NLP-Attribute-Extraction-Flipkart
Large online shopping companies need to automatically populate their product descriptions supplied by the sellers. Many a times the text is noisy, hence learning algorithms need to be designed. The workhorses for this problems are conditional random fields (CRF), but they need hand tuned features as input. Using deep learning algorithms to solve this problem automatically.
bbnsumanth/pixel_link
Implementation of our paper 'PixelLink: Detecting Scene Text via Instance Segmentation' in AAAI2018
bbnsumanth/punkProse
Punctuation generation for speech transcripts using lexical and prosodic features
bbnsumanth/pyalgo
algorithms in python
bbnsumanth/PyTeaser
Summarizes news articles
bbnsumanth/Question-Generation
bbnsumanth/rcnn
Recurrent & convolutional neural network modules
bbnsumanth/tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
bbnsumanth/text-segmentation
Implementation of the paper: Text Segmentation as a Supervised Learning Task
bbnsumanth/ThinkDSP
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
bbnsumanth/vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
bbnsumanth/wbw-lm
Context-aware Beam Search for Unsupervised Word-by-Word Translation
bbnsumanth/youtube-8m
Starter code for working with the YouTube-8M dataset.