List all files and directories under the given path if it is a directory. Use this function when there is a need to list the contents of a direct

Load data from numpy files and convert to pickle format with size limits

Load templates for model name extraction and anonymization

Load all experimental results.

Load all experiment results from the results directory

Load instruction from file

Load all instruction files

MAX_ATTEMPTS # load the eval instance # choose the code base # generate the detailed coding plan # coding and debuging -> fai

MAX_ATTEMPTS # load the eval instance # choose the code base # generate the detailed coding plan # coding and debuging -> fai

Merge shorter paths into longer paths while keeping the longer paths unchanged. Remove the longest common substring at the beginning

Normalize collection name to meet the following requirements: 1. Contains 3-63 characters 2. Starts and ends with an alphanumeric charact

Open a local file at a path in the text-based browser and return current viewport content. Args: path: The absolute path of a local

Open a local file at a path in the text-based browser and return current viewport content. Args: path: The absolute path of a local

Move the viewport to the specified page index.

Parse code snippets from all files in directory. Args: code_directory_path: Directory path containing code files.

Parse code snippets from single code file. Args: content: The content of the file. filename: The name of the

将PDF文件转换为GIF动画 参数: instance_id: 实例ID，用于定位PDF文件和命名输出文件 fps: 每秒帧数，控制翻页速度 quality: 图像质量 (0-100)，越低文件越小 dpi:

将PDF文件转换为适合Twitter的视频 参数: instance_id: 实例ID，用于定位PDF文件和命名输出文件 fps: 每秒帧数，Twitter推荐30fps dpi: 图像分辨率 max_wid

将PDF文件转换为视频 参数: instance_id: 实例ID，用于定位PDF文件和命名输出文件 fps: 每秒帧数，控制翻页速度 quality: 视频质量 (0-100)，越高质量越好但文件越大 dp

Plot comparison of different model variants

Plot ablation study results.

Plot comparative study results across datasets.

Plot representation evolution metrics

Plot analysis of hierarchical quantization results.

Plot t-SNE visualization of latent space.

Analyze and plot quantization characteristics.

Plot heatmap of parameter sensitivity

Plot temperature scheduling results.

Plot training curves for loss, FID, and other metrics

Print the text in a box. :param text: the text to print. :param console: the console to print the text. :param title: the title of th

Process a single paper through all analysis steps and tasks

Process one step of paper analysis

Process task-specific analysis for a paper

Push the selected changes to the remote repository Args: commit_message (str): The commit message file_paths (list): The

Quantize input using scalar quantization with STE. Args: z (torch.Tensor): Input tensor to quantize Returns:

Query the code memory. Args: query_text (str): The query text n_results (int): The number of results

Query the table and return the results

Query the table and return the results

Ask a question on the whole page and return the answer.

Read the contents of a file and return it as a string. Use this function when there is a need to check an existing file. Args: file_p

Combine all Python files in the model directory

Main interface function to read and process PDF.

Read entire project directory structure and code files

Read all related papers from the papers directory

Calculate Recall@K and NDCG@K

reset: reset the memory. Notice: You may need to set the environment variable `ALLOW_RESET` to `TRUE` to enable this function.