Rajat Gupta's starred repositories

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dask

Parallel computing with task scheduling

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kaggle-CrowdFlower

1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

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ethnicolr

Predict Race and Ethnicity Based on the Sequence of Characters in a Name

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neuralcoref

✨Fast Coreference Resolution in spaCy with Neural Networks

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transformer

Transformer: PyTorch Implementation of "Attention Is All You Need"

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Speech-Recognition

Attempting to discover features in human speech to detect mental disorders.

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awesome-neural-models-for-semantic-match

A curated list of papers dedicated to neural text (semantic) matching.

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HARP

Code for the AAAI 2018 Paper "HARP: Hierarchical Representation Learning for Networks"

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smuggler

Smuggler - An HTTP Request Smuggling / Desync testing tool written in Python 3

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detr

End-to-End Object Detection with Transformers

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unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

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VoTT

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

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albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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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.

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speech_recognition

Speech recognition module for Python, supporting several engines and APIs, online and offline.

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ab-framework

Notes and Python scripts for A/B or Split Testing

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flask-rest-setup

Notes on Flask REST API and tutorial

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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.

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gbdt

Gradient boosting decision trees.

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DeepCTR-Torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

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pytorch-examples

train models in pytorch, Learn to Rank, Collaborative Filter, Heterogeneous Treatment Effect, Uplift Modeling, etc

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hashcat

World's fastest and most advanced password recovery utility

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Reco-papers

Classic papers and resources on recommendation

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dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

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PyTorchZeroToAll

Simple PyTorch Tutorials Zero to ALL!

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lstm-siamese-text-similarity

⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity

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fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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ai-research-keyphrase-extraction

EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings (official implementation)

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