Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
87 commits
Select commit Hold shift + click to select a range
83feaa5
Código com TensorFlow do Leandro
stepsbtw Jul 1, 2025
c8d7a24
Update README.md
stepsbtw Jul 1, 2025
b8516f0
Update README.md
stepsbtw Jul 1, 2025
41ea986
Ajuste para novos testes
stepsbtw Jul 2, 2025
093caf7
Diretórios necessários
stepsbtw Jul 2, 2025
7f9c748
Diretório necessário
stepsbtw Jul 2, 2025
5698173
Testes automatizados
stepsbtw Jul 2, 2025
da5ee1f
Uso correto da GPU e treinamento paralelizado
stepsbtw Jul 3, 2025
300aefa
Fixed GPU working
stepsbtw Jul 3, 2025
08ec007
Aplicado Early Stopping
stepsbtw Jul 3, 2025
7de8817
Atualizar o training.py
stepsbtw Jul 3, 2025
a47b7c2
LSTM e Optuna Funcionando, major changes na estrutura do código. (Ain…
stepsbtw Jul 3, 2025
f706f6a
Merge branch 'main' of https://github.com/stepsbtw/fall-detect
stepsbtw Jul 4, 2025
ac84c48
Optuna + TensorBoard + GPU working
stepsbtw Jul 4, 2025
2d575b9
Update README.md
stepsbtw Jul 4, 2025
8bba59d
Output fixes
stepsbtw Jul 4, 2025
ab1d6cb
model do dataparallel
stepsbtw Jul 4, 2025
86308c0
Merge branch 'main' of https://github.com/stepsbtw/fall-detect
stepsbtw Jul 4, 2025
ca3c3bc
fix
stepsbtw Jul 4, 2025
e67c1e5
output fixes
stepsbtw Jul 4, 2025
0ee2c93
Atualizar o README.md
stepsbtw Jul 4, 2025
87a31f9
Atualizar o generate_datasets.py
stepsbtw Jul 4, 2025
20507f9
Atualizar o generate_datasets.py
stepsbtw Jul 4, 2025
659f912
Adicionado dataset combinado (chest + left + right)
stepsbtw Jul 5, 2025
aef9590
Atualizar o README.md
stepsbtw Jul 5, 2025
ac7e866
Adding some outputs from training
stepsbtw Jul 5, 2025
a03bf4b
Main thread needs fix
stepsbtw Jul 6, 2025
2546fb4
Re-implementing based on original study
stepsbtw Jul 6, 2025
141c0bc
reestructured reset branch.
stepsbtw Jul 7, 2025
dbaf560
updates and working
stepsbtw Jul 7, 2025
a4575cc
remade extract_exports for automated tests
stepsbtw Jul 7, 2025
5287792
fixed CLI
stepsbtw Jul 7, 2025
a47759c
update readme
stepsbtw Jul 7, 2025
148131f
fixing automation
stepsbtw Jul 7, 2025
200170a
K-Fold Cross Validation correctly implemented
stepsbtw Jul 7, 2025
d65e969
update
stepsbtw Jul 7, 2025
6329448
Ajeitando paralelismo
stepsbtw Jul 7, 2025
41e5b8c
eliminating cache ram
stepsbtw Jul 7, 2025
294c615
quick fix
stepsbtw Jul 7, 2025
e046de7
fixes
stepsbtw Jul 7, 2025
a0cdc35
optimizing everything
stepsbtw Jul 7, 2025
9c9e341
Using Earlystopping and Pruning correctly
stepsbtw Jul 8, 2025
190f73f
Atualizar o README.md
stepsbtw Jul 8, 2025
9e1476a
Atualizar o README.md
stepsbtw Jul 8, 2025
ac73172
little tweaks
stepsbtw Jul 8, 2025
967203f
tests
stepsbtw Jul 8, 2025
85093af
fixes
stepsbtw Jul 9, 2025
80ba74c
otimizacao para 2x2080ti
stepsbtw Jul 10, 2025
8c89202
usando mixed precision
stepsbtw Jul 10, 2025
e39b7a8
organizado
stepsbtw Jul 11, 2025
0a548fd
Busca por hiperparâmetros feita.
stepsbtw Jul 11, 2025
1972aad
update gitignore
stepsbtw Jul 11, 2025
a50fd87
fixes
stepsbtw Jul 11, 2025
42710ef
Merge branch 'main' into reestrutura
stepsbtw Jul 11, 2025
00b6e6c
images are valuable
stepsbtw Jul 11, 2025
59cf843
update gitignore
stepsbtw Jul 11, 2025
63bc18d
Hyperparam tuning again + trained final MLP models.
stepsbtw Jul 12, 2025
1b45ca5
Final trained models MLP
stepsbtw Jul 13, 2025
ea10040
script for saving results of optuna study
stepsbtw Jul 13, 2025
cf0e982
SHAP VALUES implementado
stepsbtw Jul 13, 2025
3fe9983
50 instancias pra explicação
stepsbtw Jul 14, 2025
35a777e
Implemented Learning Curve
stepsbtw Jul 14, 2025
17efef9
Post final training, shap importance
stepsbtw Jul 14, 2025
5769add
few tweaks
stepsbtw Jul 14, 2025
5e8484e
fix
stepsbtw Jul 14, 2025
7b4b44a
Check if already trained for shap
stepsbtw Jul 14, 2025
daeda9d
final trained models (without magnitude)
stepsbtw Jul 15, 2025
c266754
Análise dos Resultados feita.
stepsbtw Jul 15, 2025
f5afa18
Merge branch 'outputs'
stepsbtw Jul 15, 2025
e849e98
Update README.md
stepsbtw Jul 15, 2025
0dab861
Retirado arquivos não utilizados
stepsbtw Jul 15, 2025
be64b8e
Final update, missing some SHAP plots.
stepsbtw Jul 16, 2025
0b23dd9
Merge branch 'main' of https://github.com/stepsbtw/fall-detect
stepsbtw Jul 16, 2025
8e48f8c
Update no script e no readme.
stepsbtw Jul 16, 2025
65c5e84
data leakage.
stepsbtw Jul 17, 2025
58e50e6
fix
stepsbtw Jul 17, 2025
27274ce
fix
stepsbtw Jul 17, 2025
441f5b0
add missing func
stepsbtw Jul 17, 2025
796b227
tudo sem data leakage
stepsbtw Jul 17, 2025
798c40d
shuffle devia ser = false no SPLIT
stepsbtw Jul 17, 2025
c652489
fix
stepsbtw Jul 17, 2025
367f551
fixfix
stepsbtw Jul 17, 2025
8681f74
final update
stepsbtw Jul 17, 2025
a600038
analise final
stepsbtw Jul 17, 2025
4343411
Atualizar o README.md
stepsbtw Jul 22, 2025
5ba0a20
Atualizar o README.md
stepsbtw Jul 22, 2025
06344bc
Final organizing commit, added slides.
stepsbtw Oct 14, 2025
File filter

Filter by extension

Filter by extension


Conversations
Failed to load comments.
Loading
Jump to
The table of contents is too big for display.
Diff view
Diff view
  •  
  •  
  •  
181 changes: 11 additions & 170 deletions .gitignore
Original file line number Diff line number Diff line change
@@ -1,176 +1,17 @@
__pycache__/
database/
models/*.model
labels_and_data/
IPqM-Fall.zip
/__pycache__
/.venv
/venv

output/MLP/chest/*.png
output/MLP/right/*.png
output/MLP/left/*.png
/database
/labels_and_data

output/CNN1D/chest/*.png
output/CNN1D/right/*.png
output/CNN1D/left/*.png
builders/__pycache__

# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
*$py.class
/output_old/
/analise_global_old/

# C extensions
*.so
Miniconda3-latest-Linux-x86_64.sh
output/**/trial_*/*

# Distribution / packaging
.Python
build/
develop-eggs/
dist/
downloads/
eggs/
.eggs/
lib/
lib64/
parts/
sdist/
var/
wheels/
share/python-wheels/
*.egg-info/
.installed.cfg
*.egg
MANIFEST
*.npz

# PyInstaller
# Usually these files are written by a python script from a template
# before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec

# Installer logs
pip-log.txt
pip-delete-this-directory.txt

# Unit test / coverage reports
htmlcov/
.tox/
.nox/
.coverage
.coverage.*
.cache
nosetests.xml
coverage.xml
*.cover
*.py,cover
.hypothesis/
.pytest_cache/
cover/

# Translations
*.mo
*.pot

# Django stuff:
*.log
local_settings.py
db.sqlite3
db.sqlite3-journal

# Flask stuff:
instance/
.webassets-cache

# Scrapy stuff:
.scrapy

# Sphinx documentation
docs/_build/

# PyBuilder
.pybuilder/
target/

# Jupyter Notebook
.ipynb_checkpoints

# IPython
profile_default/
ipython_config.py

# pyenv
# For a library or package, you might want to ignore these files since the code is
# intended to run in multiple environments; otherwise, check them in:
# .python-version

# pipenv
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
# However, in case of collaboration, if having platform-specific dependencies or dependencies
# having no cross-platform support, pipenv may install dependencies that don't work, or not
# install all needed dependencies.
#Pipfile.lock

# poetry
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
# This is especially recommended for binary packages to ensure reproducibility, and is more
# commonly ignored for libraries.
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
#poetry.lock

# pdm
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
#pdm.lock
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
# in version control.
# https://pdm.fming.dev/latest/usage/project/#working-with-version-control
.pdm.toml
.pdm-python
.pdm-build/

# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
__pypackages__/

# Celery stuff
celerybeat-schedule
celerybeat.pid

# SageMath parsed files
*.sage.py

# Environments
.env
.venv
env/
venv/
ENV/
env.bak/
venv.bak/

# Spyder project settings
.spyderproject
.spyproject

# Rope project settings
.ropeproject

# mkdocs documentation
/site

# mypy
.mypy_cache/
.dmypy.json
dmypy.json

# Pyre type checker
.pyre/

# pytype static type analyzer
.pytype/

# Cython debug symbols
cython_debug/

# PyCharm
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
# and can be added to the global gitignore or merged into this file. For a more nuclear
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
#.idea/
151 changes: 0 additions & 151 deletions NeuralArchitectures.py

This file was deleted.

Loading