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allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ 50! Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

beir icon beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

bert-keras icon bert-keras

Keras implementation of BERT with pre-trained weights

bert-relation-extraction icon bert-relation-extraction

PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper

best_ai_papers_2022 icon best_ai_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

biom-transformers icon biom-transformers

BioM-Transformers: Building Large Biomedical Language Models with BERT, ALBERT and ELECTRA

bran icon bran

Full abstract relation extraction from biological texts with bi-affine relation attention networks

char-rnn-tensorflow icon char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

chemicalx icon chemicalx

A PyTorch and TorchDrug based deep learning library for drug pair scoring.

cnn-relation-extraction icon cnn-relation-extraction

Tensorflow Implementation of Convolutional Neural Network for Relation Extraction (COLING 2014, NAACL 2015)

code_search icon code_search

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deepย Learning"

cord19 icon cord19

Annotated Data for the COVID-19 Open Research Dataset Challenge

d2l-en icon d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

datasets icon datasets

๐Ÿค— Fast, efficient, open-access datasets and evaluation metrics for Natural Language Processing and more in PyTorch, TensorFlow, NumPy and Pandas

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

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