Boreaso / ALFrameworkLinks
主动学习（Active Learning）框架，实现了多个主动学习策略，包括：熵（Entropy）、最大梯度改变（ECG）等。
☆84Updated 7 years ago
Alternatives and similar repositories for ALFramework
Users that are interested in ALFramework are comparing it to the libraries listed below
Sorting:
- A general framework for knowledge distillation☆54Updated 4 years ago
- labelit, label tool with active learning, for classification task. 自动标注，基于主动学习，边标注边学习，减少人工标注量。☆30Updated 2 years ago
- classical model code implementation of few-shot/one-shot lenaring, including siamese network, prototypical network, relation network, ind…☆138Updated 5 years ago
- transfromer model py keras☆33Updated 6 years ago
- ☆58Updated 6 years ago
- ChallengeHub开源的各大比赛baseline集合☆81Updated 3 years ago
- 基于tf.keras的多标签多分类模型☆88Updated 3 years ago
- 天池瑞金医院MMC人工智能辅助构建知识图谱大赛初赛，糖尿病相关医疗命名实体识别，基于pycrfsuite实现。We provide a solution for preliminary contest of Tianchi Ruijin Hospital MMC Artif…☆74Updated 6 years ago
- 学习并复现经典的推荐系统多目标任务，如：SharedBottom、ESMM、MMoE、PLE☆35Updated 3 years ago
- ☆20Updated 5 years ago
- 本项目主要为针对DPCNN（Deep Pyramid Convolutional Neural Networks for Text Categorization ）文本分类（Text Classification）的论文复现以及基于知乎看山杯Inception的修改和复现，…☆143Updated 6 years ago
- NLP中文预训练模型泛化能力挑战赛☆43Updated 4 years ago
- Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models"☆118Updated 2 years ago
- 文本分类baseline：BERT、半监督学习UDA、对抗学习、数据增强☆104Updated 4 years ago
- Adversarial Training for NLP in Keras☆46Updated 5 years ago
- 《机器学习之类别不平衡问题》文章代码☆48Updated 6 years ago
- 使用分层注意力机制 HAN + 多任务学习 解决 AI Challenger 细粒度用户评论情感分析 。https://challenger.ai/competition/fsauor2018☆58Updated 6 years ago
- DataFountain第五届达观杯第4名方案☆50Updated 2 years ago
- CNN、BiLSTM、Bert(3layers)对Bert(12layers)模型的蒸馏的keras实现☆29Updated 5 years ago
- ☆45Updated 4 years ago
- PyTorch实现的多标签的文本分类☆14Updated 6 years ago
- ☆44Updated 4 years ago
- Implementation of some unbalanced loss like focal_loss, dice_loss, DSC Loss, GHM Loss et.al☆267Updated 2 years ago
- 机器学习竞赛信息聚合(Machine learning competition information aggregation)☆132Updated last year
- NLP杂货铺，python实现各种算法/工具，辅助算法理解/应用☆156Updated 4 years ago
- Model Log 是一款基于 Python3 的轻量级机器学习(Machine Learning)、深度学习(Deep Learning)模型训练评估指标可视化工具，可以记录模型训练过程当中的超参数、Loss、Accuracy、Precision、F1值等，并以曲线图的形…☆147Updated 3 years ago
- ☆142Updated 3 years ago
- Relation Classification via Convolutional Deep Neural Network☆13Updated 6 years ago
- 中文医疗命名实体识别☆37Updated 4 years ago
- Knowledge distillation in text classification with pytorch. 知识蒸馏，中文文本分类，教师模型BERT、XLNET，学生模型biLSTM。☆226Updated 3 years ago