Rajat Gupta's starred repositories
kaggle-CrowdFlower
1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.
neuralcoref
✨Fast Coreference Resolution in spaCy with Neural Networks
transformer
Transformer: PyTorch Implementation of "Attention Is All You Need"
Speech-Recognition
Attempting to discover features in human speech to detect mental disorders.
awesome-neural-models-for-semantic-match
A curated list of papers dedicated to neural text (semantic) matching.
albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
vaderSentiment
VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.
speech_recognition
Speech recognition module for Python, supporting several engines and APIs, online and offline.
ab-framework
Notes and Python scripts for A/B or Split Testing
flask-rest-setup
Notes on Flask REST API and tutorial
Deep-Semantic-Similarity-Model-PyTorch
My PyTorch implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.
DeepCTR-Torch
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
pytorch-examples
train models in pytorch, Learn to Rank, Collaborative Filter, Heterogeneous Treatment Effect, Uplift Modeling, etc
Reco-papers
Classic papers and resources on recommendation
PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
lstm-siamese-text-similarity
⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity
fast-style-transfer
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
ai-research-keyphrase-extraction
EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings (official implementation)