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dvc
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Generic template to bootstrap your PyTorch project.
template
research
deep-learning
best-practices
pre-commit
cookiecutter
mkdocs
pytorch
hydra
reproducibility
best-practises
project-structure
dvc
github-actions
pytorch-lightning
streamlit
wandb
weights-and-biases
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Mar 8, 2022 - Python
mohithg
commented
May 23, 2021
Add examples for all the commands in Readme.md
tmotyl
commented
Sep 29, 2021
Fixes: iterative/PyDrive2#21
Get started DVC project
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Updated
Jan 25, 2022 - Python
DAGsHub client libraries
python
data-science
machine-learning
tensorflow
keras
pytorch
machinelearning
hacktoberfest
dvc
hacktoberfest2021
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Apr 4, 2022 - Python
An open source C++ library for development of 2D, 3D/stereo and volumetric digital image correlation
image
computer-vision
correlation
algorithms
dic
stereo-matching
motion-tracking
digital-image-correlation
dvc
digital-volume-correlation
deformation-monitoring
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Dec 13, 2021 - C++
PythonFZ
commented
Mar 16, 2022
Currently the custom serializers are tested through the integration tests. Additional unit tests would be helpful for future backwards compatibility and finding issues faster.
good first issue
Good for newcomers
machine-learning
tutorial
watson
guide
tutorials
guides
ibm-watson
cml
dvc
mlops
github-actions
guided-project
mlops-environment
mlops-community
mlops-workflow
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Jun 26, 2021 - JavaScript
Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC
python
tracking
machine-learning
deep-learning
random-forest
metrics
linear-regression
scikit-learn
reproducibility
dvc
experiment-tracking
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Jun 2, 2021 - Python
Building a maintainable Machine Learning pipeline using DVC
machine-learning
pipelines
project-management
experiments
reproducibility
dvc
dvc-for-experiment-management
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Jul 7, 2020 - Python
Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases with DVC and CML using Github Actions and IBM Watson. Part of the Engineering Final Project @ Insper
machine-learning
watson
ci-cd
ibm-watson
ibm-cloud
watson-api
cml
dvc
mlops
mlops-environment
dvc-pipeline
mlops-workflow
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Nov 23, 2021 - Jupyter Notebook
Training materials for setting up and using a research infrastructure based on Jupyter notebooks: https://cusy.io/en/seminars
data-science
jupyter
ipython
jupyter-kernels
pandas
spack
ipython-widget
jupyter-notebooks
ipywidgets
pipenv
dvc
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Apr 4, 2022 - Python
High-level API work easy writing/reading/listing files inside the DVC
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Mar 22, 2022 - Python
Source code and generator scripts for example DVC projects used in https://dvc.org/doc/
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Apr 5, 2022 - Python
Breast cancer prediction using causal Inference
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Sep 17, 2021 - Jupyter Notebook
Implementation of USAD (UnSupervised Anomaly Detection on multivariate time series) in PyTorch Lightning
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Oct 15, 2021 - Python
Big Old Heuristic Repository
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Mar 31, 2022 - Python
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May 17, 2021
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Feb 27, 2021 - Python
Repository for the Demo of using DVC with PyCaret & MLOps (DVC Office Hours - 20th Jan, 2022)
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Jan 20, 2022 - Jupyter Notebook
A template repository to quickly get started on a new Machine Learning project.
python
template
machine-learning
ai
deep-learning
ml
conda
pytorch
miniconda
dvc
pytorch-lightning
wandb
weights-and-biases
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Updated
Jan 22, 2022 - Python
Lesson 2 tutorial: Versioning Data and Model for the ML REPA School course: Machine Learning experiments reproducibility and engineering with DVC
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Mar 15, 2021 - Jupyter Notebook
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Docker volumes are supported in GH via yaml definitions. We should tell this instead of just throwing an unsupported error.