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@shamilnabiyev
shamilnabiyev / hpo-optuna.md
Created October 31, 2022 18:52
Hyperparameter optimization for Random Forest Classifier using the Optuna lib
import optuna
from sklearn.ensemble import RandomForestClassifier
from sklearn.datasets import make_classification
from sklearn.model_selection import train_test_split
from sklearn.model_selection import cross_val_score
from sklearn.metrics import classification_report
from sklearn.metrics import precision_recall_fscore_support
from sklearn.metrics import accuracy_score
@mindplace
mindplace / git_and_github_instructions.md
Last active May 15, 2024 18:05
Pushing your first project to github

1. Make sure git is tracking your project locally

Do you need a refresher on git? Go through Codecademy's git course.

  1. Using your terminal/command line, get inside the folder where your project files are kept: cd /path/to/my/codebase. → You cannot do this simply by opening the folder normally, you must do this with the command line/terminal.
    → Do you need a refresher on using your command line/terminal? I've compiled my favorite resources here.

  2. Check if git is already initialized: git status

@alexpchin
alexpchin / Setting_upa_new_repo.md
Last active May 12, 2024 17:06
Create a new repository on the command line

Setting up a new Git Repo

##Create a new repository on the command line

touch README.md
git init
git add README.md
git commit -m "first commit"

git remote add origin git@github.com:alexpchin/.git

@c0ldlimit
c0ldlimit / git_newrepo
Created November 16, 2012 17:14
Git: Push a new or existing repo to Github
# Create a new repository on the command line
touch README.md
git init
git add README.md
git commit -m "first commit"
git remote add origin https://github.com/c0ldlimit/vimcolors.git
git push -u origin master
# Push an existing repository from the command line