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promisingFish's starred repositories

Transformer

Transformer seq2seq model, program that can build a language translator from parallel corpus

Language:PythonApache-2.0132400

NCRFpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

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spert

PyTorch code for SpERT: Span-based Entity and Relation Transformer

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ELF

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

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electra_pytorch

Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)

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mltestdata

EDA Cleaning for ML projects on the test data

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awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

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AI-Conference

The most complete list of AI top meetings

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interactive-coding-challenges

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

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system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

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machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

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Python-100-Days

Python - 100天从新手到大师

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deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

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onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Language:C++MIT1364000

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

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pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

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SeqGAN

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

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NER-GRN

Code for our AAAI2019 paper "GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition"

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BiLSTM-LAN

Hierarchically-Refined Label Attention Network for Sequence Labeling

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NER

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targer

BiLSTM-CNN-CRF tagger

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NER-datasets

Datasets to train supervised classifiers for Named-Entity Recognition in different languages (Portuguese, German, Dutch, French, English)

Language:Python33600

entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

Language:PythonMIT146200