beekbin

beekbin's Stars

• d2l-ai/d2l-en

  Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

  Language:Python23.9k4.4k

• mli/paper-reading

  深度学习经典、新论文逐段精读

  27k2.4k

• THUDM/ComiRec

  Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

  Language:Python28075

• thunlp/BERT-KPE

  Language:Python44678

• flairNLP/flair

  A very simple framework for state-of-the-art Natural Language Processing (NLP)

  Language:Python13.9k2.1k

• ufal/unilib

  Embeddable C++17 Unicode library offering UTF encodings, general category info, simple and full casing, normalization forms, and combining marks stripping.

  Language:C++7713

• facebookresearch/XLM

  PyTorch original implementation of Cross-lingual Language Model Pretraining.

  Language:Python2.9k498

• NVIDIA/Megatron-LM

  Ongoing research training transformer models at scale

  Language:Python10.5k2.3k

• facebookresearch/fairseq

  Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

  Language:Python30.5k6.4k

• google-research/bert

  TensorFlow code and pre-trained models for BERT

  Language:Python38.2k9.6k

• ufoym/deepo

  Setup and customize deep learning environment in seconds.

  Language:Python6.3k749

• sileod/Discovery

  Mining Discourse Markers for Unsupervised Sentence Representation Learning

  Language:Jupyter Notebook603

• unicode-org/icu

  The home of the ICU project source code.

  Language:C++2.8k742

• nyu-mll/GLUE-baselines

  [DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations

  Language:Python773166

• adambielski/siamese-triplet

  Siamese and triplet networks with online pair/triplet mining in PyTorch

  Language:Python3.1k634

• openai/gpt-2

  Code for the paper "Language Models are Unsupervised Multitask Learners"

  Language:Python22.5k5.5k

• floodsung/Lifelong-Learning-Paper-List

  Lifelong/Continual Learning Paper List

  15120

• zihangdai/xlnet

  XLNet: Generalized Autoregressive Pretraining for Language Understanding

  Language:Python6.2k1.2k

• sebastianruder/NLP-progress

  Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

  Language:Python22.7k3.6k

• huggingface/transformers

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

  Language:Python135k26.9k

• namisan/mt-dnn

  Multi-Task Deep Neural Networks for Natural Language Understanding

  Language:Python2.2k411

• facebookresearch/pytext

  A natural language modeling framework based on PyTorch

  Language:Python6.3k800

• kuangliu/pytorch-groupnorm

  Group Normalization in PyTorch

  Language:Python10924

• wiseodd/generative-models

  Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

  Language:Python7.3k2k

• pytorch/pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  Language:Python83.8k22.6k

• pytorch/examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

  Language:Python22.4k9.5k

• beekbin/simpleRNN

  A simple neural networks framework with RNN layers (python + numpy)

  Language:Python3