Achieve the llama3 inference step-by-step, grasp the core concepts, master the process derivation, implement the code.

Official implementation of MSR-GCN (ICCV2021 paper)

Machine learning utility functions and classes.

Model verification, validation, and error analysis

Attempt to make multiple residual streams from Bytedance's Hyper-Connections paper accessible to the public

A MATLAB function for robust non-linear least squares

Implementation of the proposed DeepCrossAttention by Heddes et al at Google research, in Pytorch

Surrogate residuals for cumulative link and general regression models in R

Detection of Object-Based Forgery in Advanced Video

Clean up Windows software uninstall residual files. 清理Windows软件卸载残留。

Used linear regression model to train and test the data, evaluated the model performance by calculating the residual sum of squares and the explained variance score (R^2).

使用AIC准则进行参数选择，之后采用ARIMA模型进行时间序列预测，最后给出残差图。The AIC criterion is used to select the parameters, and then ARIMA model is used to predict the time series. Finally, the residual diagram is given.

In this notebook, I've loaded historical Dollar-Yen exchange rate futures data. I've applied time series analysis and modeling to determine whether there is any predictable behavior.

Analysis of Two-Way Tables a la Tukey

Predicting Delivery Time Using Sorting Time

Decompose a signal/timeseries into structure and noise or seasonal and residual components

analysis of contingency tables and their residuals, with a bootstrap correction for multiple testing

Detailed implementation of various regression analysis models and concepts on real dataset.

R package for residualizing covariates

UC Berkeley POLISCI 3 Fall 2022