Pinned Repositories
ambiverse-nlu
AmbiverseNLU: A Natural Language Understanding suite by Max Planck Institute for Informatics
BLINK
Entity Linker solution
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.
deeplearning
Gen-RecSys
instacart-basket-prediction
Kaggle | Instacart Market Basket Analysis๐ฅ๐ฅ
lectures
Oxford Deep NLP 2017 course
llm-production-system
๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices:
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
recommenders
Best Practices on Recommendation Systems
yasark's Repositories
yasark/secondstring
A bunch of fancy soft string matching routines, with some accompanying datasets
yasark/instacart-basket-prediction
Kaggle | Instacart Market Basket Analysis๐ฅ๐ฅ
yasark/lectures
Oxford Deep NLP 2017 course
yasark/AGDISTIS
AGDISTIS - Agnostic Named Entity Disambiguation
yasark/Capstone
Research project applying machine learning techniques to process news reports.
yasark/cesi
WWW 2018: CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information
yasark/clickmodels
ClickModels is a small set of Python scripts for the user click models initially developed at Yandex. A Click Model is a probabilistic graphical model used to predict search engine click data from past observations. This project is aimed to deal with click models used in Information Retrieval (see next README.md) and intended to be easy-to-read and easy-to-modify. If it's not, please let me know how to improve it :)
yasark/cookbook
A repository of machine learning codes written for re-usability
yasark/Data-Science-Books-1
yasark/deep-ed
Source code for the EMNLP'17 paper "Deep Joint Entity Disambiguation with Local Neural Attention", https://arxiv.org/abs/1704.04920
yasark/deeptype
Code for the paper "DeepType: Multilingual Entity Linking by Neural Type System Evolution"
yasark/EMNLP2018-JMEE
This is the code for our EMNLP 2018 paper "Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation"
yasark/facebook_auction
script for generating predictions for https://www.kaggle.com/c/facebook-recruiting-iv-human-or-bot
yasark/Instacart
2nd place solution๐ฅ๐ฅ
yasark/Intro_to_ML
Intro to Machine Learning course from FAST.AI --- Adapted to run on Google Colab
yasark/kaggle-facebook-bot
Solution to the Kaggle Facebook Recruiting IV contest
yasark/Kaggle_CrowdFlower
1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)
yasark/mercari-solution
Mercari 1st place solution (kaggle)
yasark/microsoft_malware_prediction_kaggle_2nd
This repository contains the winning solution (2nd place) of the Macrosoft Maleware Prediction Challenge on Kaggle.
yasark/mulrel-nel
named entity linking with latent relations
yasark/NewsSpikeRe
yasark/open_type
yasark/Probase
Implementation of Iterative Extraction method in "Probase: A Probabilistic Taxonomy for Text Understanding" (Wu et al.)
yasark/PtrNetDecoding4JERE
Code for modeling encoder-decoder architecture with pointer network for joint entity and relation extraction (AAAI 2020).
yasark/recsys-challenge-2019_7th_soln
7th place solution: RecSys 2019/trivago Data Challenge
yasark/scikit-learn
scikit-learn: machine learning in Python
yasark/spacy-probase
yasark/StoryForest
This repository implements the system described in "Growing Story Forest Online from Massive Breaking News"
yasark/Studys
yasark/wikimapper
Mapping Wikipedia pages to Wikidata IDs and vice versa.