Shashank Gupta's Projects
A learning resource repository for 3D machine learning
Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification
The implementation of the AutoEncoder-coupled Transformer Network by TensorFlow
Startups about artificial intelligence. (DM, ML, NLP, CV...)
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Anserini notebooks
Deep Learning and applications in Startups, CV, Text Mining, NLP
CMU ARK Twitter Part-of-Speech Tagger-Python wrapper for Windows
Simple Python wrapper around runTagger.sh of ark-tweet-nlp
Code for ASONAM 17 paper titles - ' Simultaneous Inference of User Representations and Trust'
hTrust paramters initialized with parameters trained over autoencoder loss
Experiments with Autoencoders for denoising images, semantic segmentation
Torch implementations of various types of autoencoders
Efficiently computes derivatives of numpy code.
A curated list of awesome lists
A curated list of awesome Deep Learning tutorials, projects and communities.
A curated list of deep learning resources for computer vision
Curated list of Machine Learning/Data Science resources
A collection of resources on modern C++
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
An awesome list of high-quality open datasets in public domains (on-going).
Recurrent Neural Network - A curated list of resources dedicated to RNN
TensorFlow - A curated list of dedicated resources http://tensorflow.org
an unbias-learning-to-rank dataset of Baidu
Library of contextual bandits algorithms
Bayesian Analysis with Python (Second Edition)
Materials for "Bayesian Methods for Machine Learning" Coursera MOOC