All Projects → lc222 → Text_classification_ai100

lc222 / Text_classification_ai100

AI100文本分类竞赛代码。从传统机器学习到深度学习方法的测试

Programming Languages

python
139335 projects - #7 most used programming language

Projects that are alternatives of or similar to Text classification ai100

3d Mri Brain Tumor Segmentation Using Autoencoder Regularization
Keras implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. (https://arxiv.org/abs/1810.11654).
Stars: ✭ 209 (-11.06%)
Mutual labels:  cnn
Tcdf
Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series
Stars: ✭ 217 (-7.66%)
Mutual labels:  cnn
Srgan
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Stars: ✭ 2,641 (+1023.83%)
Mutual labels:  cnn
Transfer Learning Suite
Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!
Stars: ✭ 212 (-9.79%)
Mutual labels:  cnn
Grad cam plus plus
A generalized gradient-based CNN visualization technique
Stars: ✭ 216 (-8.09%)
Mutual labels:  cnn
Smoothly Blend Image Patches
Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.
Stars: ✭ 218 (-7.23%)
Mutual labels:  cnn
Eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
Stars: ✭ 2,477 (+954.04%)
Mutual labels:  xgboost
Ai Toolbox
Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas
Stars: ✭ 230 (-2.13%)
Mutual labels:  cnn
Magnetloss Pytorch
PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.
Stars: ✭ 217 (-7.66%)
Mutual labels:  cnn
Person Attribute Recognition Marketduke
A simple baseline implemented in PyTorch for pedestrian attribute recognition task, evaluating on Market-1501 and DukeMTMC-reID dataset.
Stars: ✭ 224 (-4.68%)
Mutual labels:  cnn
Cnn Text Classification Keras
Text Classification by Convolutional Neural Network in Keras
Stars: ✭ 213 (-9.36%)
Mutual labels:  cnn
Sign Language Gesture Recognition
Sign Language Gesture Recognition From Video Sequences Using RNN And CNN
Stars: ✭ 214 (-8.94%)
Mutual labels:  cnn
Deform conv pytorch
PyTorch Implementation of Deformable Convolution
Stars: ✭ 217 (-7.66%)
Mutual labels:  cnn
Style transfer
CNN image style transfer 🎨.
Stars: ✭ 210 (-10.64%)
Mutual labels:  cnn
Tengine
Tengine is a lite, high performance, modular inference engine for embedded device
Stars: ✭ 4,012 (+1607.23%)
Mutual labels:  cnn
Face Identification Tpe
Face identification with CNN + TPE using Keras
Stars: ✭ 208 (-11.49%)
Mutual labels:  cnn
Auto viml
Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
Stars: ✭ 216 (-8.09%)
Mutual labels:  xgboost
Lcnn
LCNN: End-to-End Wireframe Parsing
Stars: ✭ 234 (-0.43%)
Mutual labels:  cnn
Pyconv
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)
Stars: ✭ 231 (-1.7%)
Mutual labels:  cnn
Natural Language Processing With Tensorflow
Natural Language Processing with TensorFlow, published by Packt
Stars: ✭ 222 (-5.53%)
Mutual labels:  cnn

text_classification_AI100

这是我参加AI100竞赛:http://competition.ai100.com.cn/html/game_det.html?id=24&tab=1 的代码,主要用于文本分类,其中涉及CHI选择特征词,TFIDF计算权重,朴素贝叶斯、决策树、SVM、XGBoost等算法, 实现传统的文本分类并取得了不错的效果。

此外,还是用cnn卷积神经网络实现了中文的文本分类,效果要优于上述算法。

最后,还可以参考第一名的卷积神经网络模型:https://github.com/liu-nlper/DocumentClassification。

可以参考我的博客:http://blog.csdn.net/liuchonge/article/details/72614524

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].