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Update ARM foundation image and minor improvements
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Martin-Molinero committed Mar 25, 2024
1 parent 6d40f53 commit 559f0ee
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20 changes: 7 additions & 13 deletions DockerfileLeanFoundation
Original file line number Diff line number Diff line change
Expand Up @@ -90,6 +90,7 @@ RUN pip install --no-cache-dir \
gym==0.26.2 \
ipywidgets==8.1.2 \
deap==1.4.1 \
pykalman==0.9.7 \
cvxpy==1.4.2 \
pyportfolioopt==1.5.5 \
pmdarima==2.0.4 \
Expand Down Expand Up @@ -119,7 +120,7 @@ RUN pip install --no-cache-dir \
seaborn==0.13.2 \
optuna==3.5.0 \
findiff==0.10.0 \
sktime==0.27.0 \
sktime==0.27.1 \
hyperopt==0.2.7 \
bayesian-optimization==1.4.3 \
pingouin==0.5.4 \
Expand Down Expand Up @@ -192,7 +193,7 @@ RUN pip install --no-cache-dir \
DoubleML==0.7.1 \
jupyter-bokeh==4.0.0 \
imbalanced-learn==0.12.0 \
openai==1.14.0 \
openai==1.14.3 \
lazypredict-nightly==0.3.0 \
darts==0.28.0 \
fastparquet==2024.2.0 \
Expand Down Expand Up @@ -231,7 +232,10 @@ RUN pip install --no-cache-dir \
jupyter-ai==2.12.0 \
keras-tcn==3.5.0 \
neuralprophet[live]==0.8.0 \
Riskfolio-Lib==6.0.0
Riskfolio-Lib==6.0.0 \
fuzzy-c-means==1.7.2 \
EMD-signal==1.6.0 \
dask[complete]==2024.3.1

RUN conda install -c conda-forge -y cudatoolkit=11.8.0 && conda install -c nvidia -y cuda-compiler=12.2.2 && conda clean -y --all
ENV XLA_FLAGS=--xla_gpu_cuda_data_dir=/opt/miniconda3/
Expand Down Expand Up @@ -284,16 +288,6 @@ RUN wget -q https://cdn.quantconnect.com/ta-lib/ta-lib-0.4.0-src.tar.gz && \
cd .. && rm -rf ta-lib && rm ta-lib-0.4.0-src.tar.gz && \
pip install --no-cache-dir TA-Lib==0.4.28

# Install PyEMD
RUN wget -q https://cdn.quantconnect.com/pyemd/PyEMD-master-9f42c57.zip && \
unzip -q PyEMD-master-9f42c57.zip && cd PyEMD-master && \
pip install . && cd .. && rm -rf PyEMD-master && rm PyEMD-master-9f42c57.zip

# Install fuzzy-c-means
RUN wget -q https://cdn.quantconnect.com/fuzzy-c-means/fuzzy-c-means-master-0c4b407.zip && \
unzip -q fuzzy-c-means-master-0c4b407.zip && cd fuzzy-c-means-master && \
pip install . && cd .. && rm -rf fuzzy-c-means-master && rm fuzzy-c-means-master-0c4b407.zip

RUN echo "{\"argv\":[\"python\",\"-m\",\"ipykernel_launcher\",\"-f\",\"{connection_file}\"],\"display_name\":\"Foundation-Py-Default\",\"language\":\"python\",\"metadata\":{\"debugger\":true}}" > /opt/miniconda3/share/jupyter/kernels/python3/kernel.json

# Install wkhtmltopdf and xvfb to support HTML to PDF conversion of reports
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