Popular repositories

1. Predict-the-rent-probability-of-a-room Predict-the-rent-probability-of-a-room Public

   机器学习预测模型，分别用逻辑回归，决策树，随机森林，神经网络，XGBOOST和支持向量机算法建模，交叉验证，并选出AUC最优的模型。特征工程优化后，AUC值达到0.8259

   Jupyter Notebook 43 10

2. Image-classification-and-prediction-of-skin-cancer Image-classification-and-prediction-of-skin-cancer Public

   皮肤癌图片分类和预测，kaggle数据集，基于pytorch,通过均衡采样，数据预处理，数据增强，densenet,adam优化器，交叉熵损失函数等技术。结果：precision0.9,recall0.85(仅训练4个周期）

   Jupyter Notebook 18 1

3. Cluster-analysis-of-airline-customer-value-based-on-RFM Cluster-analysis-of-airline-customer-value-based-on-RFM Public

   基于RFM的航空公司客户价值聚类分析

   Jupyter Notebook 15 1

4. Anti-fraud-prediction-Model-of-Credit-Card Anti-fraud-prediction-Model-of-Credit-Card Public

   用XGBoost算法训练信用卡反欺诈预测模型。数据集太大（175MB）超过限制，未能上传，可查询。

   Jupyter Notebook 10 3

5. Generative-chatbot Generative-chatbot Public

   基于seq2seq+attention的生成式（开放式）聊天机器人

   Jupyter Notebook 8

6. Forecast-customer-purchase-volume-based-on-ARIMA-time-series-analysis Forecast-customer-purchase-volume-based-on-ARIMA-time-series-analysis Public

   基于ARIMA时间序列分析-预测客户申购量

   Jupyter Notebook 8 6