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V1.0.0 (#1)
* changed name from utils to easy * removed DS_Store & updated gitignore * fix install metadata * change git username
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.DS_Store

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.gitignore

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### CUSTOM GITIGNORE
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# DS_Store files
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# http://stackoverflow.com/questions/107701/how-can-i-remove-ds-store-files-from-a-git-repository
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**/.DS_Store
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.DS_Store
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# Config (personal)
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cfg/wandb/*

README.md

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@@ -43,17 +43,17 @@ Below is an outline of key files and folders you'll find in this project, along
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### Folders
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1. **data_utils**
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1. **easy_data**
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- Contains utilities for data loading, file management, data and data structure management, data splitting, and statistics.
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2. **exp_utils**
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2. **easy_exp**
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- Manages experiments by defining unique IDs based on their configuration.
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- Allows for hashing of each ID to check for previously conducted experiments.
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- Excludes GPU/CPU usage and training modes from the experiment ID.
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- Saves experiments in a specific file along with their relative configuration.
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- Includes methods for parsing YAML configs and handles special characters used in them (e.g., through `var.py`).
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3. **torch_utils**
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3. **easy_torch**
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- Includes functions for metrics, loading models, and creating trainers in PyTorch Lightning.
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- Defines steps, loss, optimizer, and other parameters to use.
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- Sets callbacks and dataloaders.

cfg/local_config.yaml

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loader_params:
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delimiter: ","
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# -split_vars:
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# value: "data_utils.utils.split_single_column"
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# value: "easy_data.utils.split_single_column"
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# eval: eval
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merge_before_split: False
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# key_len: 16 #Length of experiment key, optional, default = 16
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# key_prefix: "" #Prefix for experiment key, optional, default = ""
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# imports: #imports needed for config preparation (e.g. type casting)
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# # - data_utils
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# # - easy_data
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# # - numpy as np #" as " will be recognized
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# # - name: pandas #" as " will be recognized
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# # fromlist:

cfg/torchvision_config.yaml

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#[adult, australian, breast-cancer-wisconsin, bupa, car, cleveland, covtype, crx, EEG%20Eye%20State, german, glass, haberman, heart, hepatitis, image, ionosphere, iris, monks-1, monks-2, monks-3, poker, sonar]:
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source: torchvision #uci #tfds #custom #path_to_local_file
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# -split_vars:
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# value: "data_utils.utils.split_single_column"
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# value: "easy_data.utils.split_single_column"
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# eval: eval
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merge_before_split: False
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# key_len: 16 #Length of experiment key, optional, default = 16
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# key_prefix: "" #Prefix for experiment key, optional, default = ""
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# imports: #imports needed for config preparation (e.g. type casting)
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# # - data_utils
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# # - easy_data
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# # - numpy as np #" as " will be recognized
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# # - name: pandas #" as " will be recognized
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# # fromlist:
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