Devendra Singh Sachan's repositories
unsupervised-passage-reranking
Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"
ssl_text_classification
Semi Supervised Learning for Text-Classification
syntax-augmented-bert
Source code of the paper "Do Syntax Trees Help Pre-trained Transformers Extract Information?" (EACL 2021)
multilingual_nmt
Experiments on Multilingual NMT
investigating-text-classifiers
Investigating the Working of Text Classifiers - COLING 2018
PyStanfordDependencies
Python interface for converting Penn Treebank trees to Stanford Dependencies and Universal Depenencies
aspect_adversarial
Aspect-augmented Adversarial Networks for Domain Adaptation
Best-README-Template
An awesome README template to jumpstart your projects!
capsule-networks
A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".
devsinghsachan.github.io
website
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
nips17-dl-workshop-website
Website of the NIPS 2017 workshop: "Deep Learning: Bridging Theory and Practice"
OpenNMT-py
Open Source Neural Machine Translation in PyTorch
pytorch-ntm
Neural Turing Machines (NTM) - PyTorch Implementation
ThinkBayes
Code repository for Think Bayes.