Commit
A commit is a snapshot of your project at a point in time. This page walks through the basic workflow: initialize a repo, stage files, and make your first commit.
Create local repository
cd <my_project_dir> # Move to your project directory
ls -la # see what files are inside
# ls -Force # For windows powershell
Initialize git repos:
git init # Initialize git repository
git branch -m main # Rename default branch to `main` (older Git versions default to `master`)
ls -la # You will see newly created `.git` directory. This will contain all the version history.
# ls -Force # For windows powershell
Check status:
Create a file
Create a file train.py
and check status:
In vscode, it will look like:
Stage
Staging lets you choose exactly which changes to include in your next commit, rather than committing everything at once.
Add file(s) to the staging area:
git status # Current state of our directory
git add train.py # Add a single file to the staging area
# OR -> To add all
git add . # Add everything that isn't "ignored"
git status # Git shows us what is and is not staged
Remove file(s) from the staged area
git status # Check status
git reset train.py # Remove train.py from the staging area
# Or, to remove all,
git reset # Resets all staged files
git status
Commit staged file
git status # check status
git commit -m "add train code" # Commit, -m is to give it a message
git status # Check our staging area
git log # View commit history
# Or, for one-line short log view,
git log --oneline
Note
After git log, the terminal shows one block per commit (newest first): hash, author, date, then the message indented with four spaces:
$ git log
commit a1b2c3d4e5f678901234567890abcdef12345678 (HEAD -> main)
Author: Your Name <you@example.com>
Date: Tue Mar 24 10:30:00 2026 +0000
add train code
If you have several commits, Git prints the same pattern for each. Press q to leave the pager.
Track change by git
When you make changes to the committed file, git will track the changes.
Ignoring files
If you want git to ignore specific file(s) from tracking, create a .gitignore and list them inside.
dataset.csv is here
dataset.csv
x1 x2 x3 x4 y
-0.14409 -0.172904 -0.111316 0.701984 0.074629
-1.497353 0.332318 -0.267337 -0.216959 -2.279996
0.232298 1.163559 0.656637 0.110507 1.192492
-1.014662 0.246342 1.311081 0.041657 -1.951848
0.531776 -1.453545 -0.312277 0.490363 -0.075181
-0.24063 0.3766 0.248213 0.782327 0.217053
0.568251 -1.51452 -2.619945 -0.606891 -3.465328
0.876012 0.664266 -1.219075 0.847361 1.767947
-0.086244 -0.2939 0.11442 0.818636 0.161617
0.349885 0.649948 0.478492 -0.626985 0.496446
-0.469968 0.499326 -0.250116 2.335754 -0.922259
-1.098875 0.768474 1.42185 0.505693 -1.428301
1.426345 -0.094027 -1.422959 -0.532077 1.049665
-1.443678 0.033531 0.253237 -0.315592 -2.349529
0.58078 2.321409 0.619968 -0.609403 2.37359
-0.831581 0.952274 -0.566833 -0.070261 -0.729497
-0.723463 -0.293658 -1.841286 -1.082479 -2.905255
0.415761 1.193493 -0.018467 0.261364 1.922375
1.084741 0.893355 0.273693 -1.010944 2.212809
0.381047 1.226942 -0.029907 1.953101 1.291735
1.59306 0.115119 -0.516269 -1.128448 2.058778
1.423321 0.816374 0.688884 -2.375873 3.389345
0.555852 -0.549926 -0.627384 -0.00231 0.399844
-1.055101 -0.427805 1.361785 -0.446151 -2.877723
0.097776 -1.241289 0.219945 -1.209618 -1.078868
0.003181 2.283431 0.280841 1.365689 1.828435
-0.122139 0.323146 1.745721 -1.680916 -0.782043
0.591354 1.533546 0.712386 0.052071 2.101801
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0.320392 -1.569001 -0.395463 0.261148 -0.606522
1.448102 -0.044148 -1.117245 0.45785 2.106049
0.491658 -0.700288 1.133384 0.087896 -0.178521
1.274073 0.609272 0.286516 2.152795 2.141015
-0.295964 0.111967 1.482769 0.118712 -0.962346
1.195731 -0.512859 -1.72657 0.299423 0.498526
-0.60801 0.871086 0.607567 -0.994992 -0.799123
-0.196105 -1.483025 0.45295 -0.045215 -1.624291
0.522946 0.488093 -0.577537 0.400352 1.554039
-0.712667 0.38089 0.002756 2.26601 -1.484756
0.695284 -0.306245 -0.100198 1.901589 0.474336
2.240944 -0.442148 0.350512 -0.490848 2.3095
0.062483 -0.282572 0.202492 -2.105028 0.484489
-0.166997 1.742906 -1.007112 0.292536 1.35893
-0.869729 -1.4953 -0.54651 0.472488 -1.89735
1.290367 -0.257012 -1.602251 -0.43503 0.569951
0.465663 -1.956939 -0.035052 1.398168 -0.642259
0.561687 0.309302 -1.240206 -0.843243 0.145017
0.503198 0.580184 -0.478209 -1.151942 0.76956
-1.156974 0.643409 -2.312281 -0.333278 -3.465183
1.522013 0.0713 1.001284 -0.399004 1.59935
-0.674393 1.527336 0.994221 0.487398 0.430354
-0.032341 0.62035 0.307592 -0.221886 0.495374
1.506605 -1.39948 -0.399846 0.428337 1.096706
-1.348447 -2.255562 -1.906367 -0.071111 -4.56697
0.345219 -0.769675 -1.224238 -2.023045 -0.282363
0.370054 0.992994 0.790796 -0.190716 1.198492
-0.136367 -0.660836 -0.520578 -0.584812 -1.484207
0.156326 0.249886 -0.362266 -0.713841 -0.004506
1.716871 0.038255 -0.507634 -0.591447 2.103916
-1.264766 -0.125261 0.061182 1.844679 -2.088116
1.034029 -0.712949 0.669922 -1.139382 0.371742
0.418737 -0.766409 1.99938 0.567374 -1.268773
0.55286 -0.407412 0.001376 0.465765 0.866315
-2.039151 -1.15832 0.772624 1.301204 -3.262492
1.803168 -2.055537 0.769482 -1.91629 0.592208
0.253349 -1.141169 2.009901 0.643971 -1.799449
0.293468 -0.73114 0.111295 -0.465195 -0.387973
-1.423286 0.317405 1.814188 -0.82696 -3.546473
0.202002 -0.689702 0.647894 0.09705 -0.449996
1.762016 0.791615 -0.167107 -0.636675 3.021147
1.230941 -0.146478 0.459438 -0.184457 1.530987
-0.115979 0.763854 -0.183211 0.829587 0.936578
-0.11661 -0.859777 -0.94012 -0.740737 -1.718368
0.865796 -0.046602 1.570101 2.27933 -0.051269
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0.286946 -0.459428 -0.768426 -0.758757 -0.405116
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1.132733 -0.792854 -0.39654 1.196087 1.235394
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-0.584526 1.036927 0.61144 -0.606284 -0.801157
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0.026418 -0.058693 -0.087611 0.01039 -0.206718
0.824986 0.653206 1.130473 2.249574 0.942447
-0.036143 0.009784 1.942185 -1.73122 -1.166479
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-0.86836 -0.227458 -1.163513 0.61095 -1.628168
1.317652 -0.993105 -0.764827 0.122741 0.82787
1.42469 0.120407 -1.207834 -0.560335 1.283157
0.725042 0.383793 -0.119391 0.869607 1.825475
-0.136234 0.18076 1.528181 -0.098533 -1.012239
-1.045837 0.686052 -0.587645 0.343685 -1.226943
1.043187 -1.331938 -0.777342 1.058581 0.234199
-0.079455 0.074256 -0.998557 1.342933 -0.032043
-1.971618 -1.44899 0.808232 -1.303024 -4.050157
0.129552 0.69185 -0.223253 0.095221 0.740264
1.292362 -0.495314 0.339733 -0.511638 1.002411
-0.168163 -0.162464 -1.013781 0.796413 -0.116889
0.243148 0.732335 0.838068 0.927986 1.208607
0.212257 0.864007 0.068832 -0.973918 0.629082
-1.888415 -0.0059 0.413372 1.235981 -2.597455
0.92814 -0.000538 -1.023476 -1.41138 0.767629
-1.366148 0.633708 -0.207615 0.570315 -1.312674
1.04405 1.060193 -0.645338 -0.274316 2.191222
-1.621312 0.675217 1.188795 -0.006428 -2.670342
1.090905 -2.344962 0.177475 0.143284 -0.703568
1.391575 0.970735 -0.261157 -0.086696 2.98605
-0.51212 -1.3082 1.379948 1.028 -1.853398
-1.094336 2.080845 1.980165 0.188057 -1.747843
-0.86643 0.418549 -0.913014 -0.034211 -1.229221
-1.506824 2.005729 1.566708 -1.237086 -2.56738
-0.283422 -1.031143 -0.263721 -2.581186 -0.838179
1.802856 -1.116595 -0.273069 -1.489609 1.386139
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0.375457 -0.51032 0.421576 1.737697 -0.225967
1.737426 -0.242803 -0.766627 2.427221 1.69496
1.370403 0.817594 -1.680595 0.12082 1.989871
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1.206421 -0.178611 -0.094758 0.450457 2.002911
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1.253122 -0.20417 -0.168564 -0.491503 1.375219
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0.015962 1.030472 0.26362 -0.333226 0.630953
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2.340809 0.491484 -1.164426 -0.834286 3.241288
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-1.442157 1.690719 -1.128279 -0.661283 -2.04269
0.585031 0.720245 1.516708 -0.312143 0.344262
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-1.123309 -0.637831 -0.833311 -0.613311 -2.631673
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-0.527255 -0.425274 0.416181 0.839976 -0.879291
0.218104 -0.560687 -0.950803 0.392622 -0.183557
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-0.840998 -0.182506 0.405148 -1.049715 -1.764256
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-0.902381 0.827631 1.801416 -0.38762 -2.270836
-0.51776 -0.000029 1.431734 0.894246 -1.16324
1.545904 1.162061 0.486368 -0.659217 3.097137
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