JustToBeYourself

SimCSE-Pytorch

中文数据集下SimCSE+ESimCSE的实现

ChatGLM-Finetuning

基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等

Few-Shot-for-Text-Classification

使用Few-Shot方法来做文本分类任务，基于THUCNews数据

Text-Classification-1

Implementation of papers for text classification task on DBpedia

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

CausalInferenceIntro

Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure

Bert-malware-classification

使用Bert做embedding，结合BiLSTM做恶意软件的多分类任务

malware-detection-based-on-cnn

基于卷积神经网络的恶意软件检测方法

malware-detection

Malware Detection and Classification Using Machine Learning

Gated-Attention

Implementation of the paper : Not all attention is needed - Gated Attention Network for Sequence Data (GA-Net) [https://arxiv.org/abs/1912.00349]

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

tensorflow-tutorial

Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.

fillmore

Semi-unsupervised meta learning for text classification

maml-cnn-text-classifier

Model-agnostic meta-learning framework adapted to CNN text classifier

Weight-Normalization

Complete implementation of Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks article

Random-Fourier-Features

Test implementation of Algorithm 1 [Random Fourier Features] from 'Random Features for Large-Scale Kernel Machines' using the code supplied with the paper (requires a MATLAB license)

lp_rffs

Low precision random Fourier features for kernel approximation

sparse-rff

Test the performance of 1 norm svm combined with random features method.

rff-reservoir

Better reservoir sampling, using random Fourier features

LapSVM-python

Laplacian Support Vector Machines

zh-NER-TF

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

TF_TCN

Tensorflow Temporal Convolutional Network

machine_learning_python

通过阅读网上的资料代码，进行自我加工，努力实现常用的机器学习算法。实现算法有KNN、Kmeans、EM、Perceptron、决策树、逻辑回归、svm、adaboost、朴素贝叶斯

nlpcda

一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda

LSTM-CNN_CLASSIFICATION

Capsule

A Capsule Implement with Pure Keras

Bert-Chinese-Text-Classification-Pytorch

使用Bert／ERNIE进行中文短文本分类(附数据集)

NLP-Capsule

Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications

MiniProject

Mini project that can be done for beginner