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jingmouren's Projects

l_inf-dist-net-v2 icon l_inf-dist-net-v2

[ICLR 2022] Training L_inf-dist-net with faster acceleration and better training strategies

long-tailed-recognition.pytorch icon long-tailed-recognition.pytorch

[NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation (LVIS). It is also a PyTorch implementation of the NeurIPS 2020 paper 'Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect'.

lpcvc icon lpcvc

Winner Solution for 4th LPCVC

lstm-crf-pytorch-faster icon lstm-crf-pytorch-faster

An more than 1000X faster paralleled LSTM-CRF implementation modified from the slower version in the Pytorch official tutorial (URL:https://pytorch.org/tutorials/beginner/nlp/advanced_tutorial.html).

lstm_isb icon lstm_isb

LSTM with attention for time series predictions of stock prices using own Ticker Embedding model

ltsf-linear icon ltsf-linear

This is an official implementation for "Are Transformers Effective for Time Series Forecasting?"

luminaire icon luminaire

Luminaire is a python package that provides ML driven solutions for monitoring time series data.

lunar icon lunar

Official Implementation of "LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks"

lycaon icon lycaon

A collection of boosting algorithms

lynxkite icon lynxkite

The complete graph data science platform

maad-face icon maad-face

A face database with a large number of high-quality attribute annotations

macadam icon macadam

Macadam是一个以Tensorflow(Keras)和bert4keras为基础,专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。

machine-learning-for-asset-managers-1 icon machine-learning-for-asset-managers-1

Implementation of code snippets, exercises and application to live data from Machine Learning for Asset Managers (Elements in Quantitative Finance) written by Prof. Marcos López de Prado.

macropodus icon macropodus

自然语言处理工具Macropodus,基于Albert+BiLSTM+CRF深度学习网络架构,中文分词,词性标注,命名实体识别,新词发现,关键词,文本摘要,文本相似度,科学计算器,中文数字阿拉伯数字(罗马数字)转换,中文繁简转换,拼音转换。tookit(tool) of NLP,CWS(chinese word segnment),POS(Part-Of-Speech Tagging),NER(name entity recognition),Find(new words discovery),Keyword(keyword extraction),Summarize(text summarization),Sim(text similarity),Calculate(scientific calculator),Chi2num(chinese number to arabic number)

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