Tools : Anaconda, DataSpell, Gogle Colab
Library : numba, fastai, tensorflow, scikit-learn
Python : Version 3.7
- Clone the project
git clone https://github.com/MasumBhai/Thesis-on-DDOS.git- anaconda must be installed
conda update conda --all- Download
masum_ml_env.ymlfile fromProject Configurationfolder
conda env create -f masum_ml_env.yml- Download 'conda-spec-file-masum.txt' file from this repo's 'Project Configuration' folder
conda create --name masum_ml_env --file conda-spec-file-masum.txt conda install --name <your_existing_env> --file conda-spec-file-masum.txt- check if conda virtualenv set up or not
conda env list- activate the newly created environment
conda activate masum_ml_envpip cache purge
conda install numba
conda install jupyter
conda install opencv
conda install tqdm matplotlib plotly
conda install -c conda-forge scikit-learn-intelex
conda install dask
conda install xgboost
conda install nb_conda
pip install --upgrade pip
pip install torch torchvision torchaudio
pip install fastai
conda install -c anaconda beautifulsoup4
conda install seaborn
pip uninstall pyzmq
pip install pyzmq
pip uninstall pandas
pip install pandas
pip install ipykernel
conda install cudnn
pip install --upgrade --no-deps --force-reinstall tensorflow
pip install keras
conda install theano pygpu
conda install -c conda-forge shogunHere are some related projects (list will be made soon)
- Data-Preprocessing (working on it)
- Saving my machine learning environment
conda list --explicit > conda-spec-file.txt- Thesis supervisor @Brigadier general Abdur Razzak
- Professor @Dr. Mahbubur Rahman
- Thesis co-supervisor @Raiyan Rahman
If you have any feedback, please reach out to me at [email protected]