Articles in Machine Learning
2025
- 2025/04/13LoRA for Sequence Classification
- 2025/03/23Prompt Tuning for Sequence Classification
- 2025/03/08Sequence Classification with Apple MLX
- 2025/02/23Zero-Shot Text Classification with pretrained LLM
2023
- 2023/09/04PySpark Estimator and Transformer
2022
2021
- 2021/08/05Simple SVD with Bias for Netflix Prize
2020
- 2020/12/03Clustering Weibo Tags
- 2020/08/16SIR to fit COVID-19 data in the U.S.
- 2020/04/30[npnet] 循环神经网络
- 2020/03/07[npnet] 卷积神经网络
- 2020/02/13[npnet] 卷积模型
- 2020/01/04[npnet] 串型网络
2019
- 2019/11/09[npnet] 优化器
- 2019/10/19[npnet] 逻辑回归
- 2019/10/05[npnet] 线性回归
- 2019/09/25[npnet] 序言
2018
- 2018/04/30一个“朴素”的推荐系统
- 2018/04/05Digit recognition, CNN
- 2018/03/25Markov Decision Process: Finite horizon
- 2018/03/06Markov Decision Process: Continuous states
- 2018/02/07Markov Decision Process
- 2018/01/13Principal Component Analysis
2017
- 2017/11/09Factor Analysis
- 2017/11/05Expectation-Maximization algorithm
- 2017/10/17Digit recognition, Softmax
- 2017/10/08Support Vector Machine
- 2017/10/02Generative Model
- 2017/09/23Generalized Linear Model (Examples)
- 2017/09/20Generalized Linear Model
