init: Upload PA source code and enviroment seting

app.py

@@ -0,0 +1,264 @@
+import env_set
+env_set.env_set()
+
+import streamlit as st
+import time
+import numpy as np
+import pandas as pd
+from sklearn import datasets
+from sklearn.ensemble import RandomForestClassifier
+import PyPDF2
+import openai
+import subprocess
+
+
+# text2ppt 프롬프트 생성 함수
+def generate_text2ppt_input_prompt(input_type, input_value, input_pages):
+    header = """
+    너가 Marp 문법으로 PPT를 제작하는 디자이너라고 가정하고, %s장의 PPT를 작성해.
+    +++ 아래 내용 또는 링크를 요약해서 마크다운 언어로 작성하는데, === 아래 규칙과 지키고, ~~~ 아래 슬라이드 예시를 참고해.
+
+    +++
+    """ % input_pages
+
+    summary_value = ""
+
+    if input_type == "링크":
+        summary_value += input_value
+        summary_value += "텍스트"
+    elif input_type == "text":
+        summary_value += input_value
+        summary_value += "\n"
+    elif input_type == "PDF":
+        with open(input_value, 'rb') as pdf_file:
+            pdf_reader = PyPDF2.PdfReader(pdf_file)
+            num_pages = len(pdf_reader.pages)
+
+        # 각 페이지의 내용을 문자열로 변환합니다.
+        text = ""
+        for page_num in range(num_pages):
+            page = pdf_reader.pages[page_num]
+            text += page.extract_text()
+        summary_value += text
+        summary_value += "\n"
+    else:
+        print("ERROR: 잘못된 입력")
+
+    rule_value = """
+    ===
+    - 제시한 내용 또는 링크의 내용에 대해서만 사실적으로 작성해줘.
+    - 슬라이드 구분자로 ---를 무조건 사용해줘.
+    - 주제에 적절한 도형, 이미지(![이미지](이미지링크), https://unsplash.com/ko/images/stock/non-copyrighted 에서 실제로 사용 가능한), 표(|-|), 인용(>), 강조(bold, ``), 이모지(https://kr.piliapp.com/twitter-symbols/), 아이콘 (https://kr.piliapp.com/symbol/#popular) 등이 다양하게 슬라이드를 디자인하고 배치해줘.
+    - 이모지는 최대 2 페이지에 한 번만 사용하고, 다른 디자인을 다양하게 사용해줘.
+    - 이미지와 표를 사용할 때, 페이지 크기와 고려해서 글 내용이 모두 나타나도록 크기를 지정해줘.
+    - Slide 1를 제목으로 해서 총 %s장이야.
+    - PPT의 내용을 풍부하게 마크다운으로 작성해줘.
+    - 슬라이드 별로 설명하지말고, 코드만 작성해줘.
+    - 예시의 내용을 사용해서 작성하지말고, 형식만 참고해.
+
+    ~~~
+    <!-- Slide 0. 슬라이드 주제 -->
+    # 슬라이드 제목
+    ![이미지링크](https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo-with-title.png)
+    - ChatGPT를 활용한 🤗**TEXT2PPT 서비스 PA!**입니다.
+    - `링크`,`텍스트`, `PDF`를 입력 또는 업로드하면, PPT로 변환합니다. 
+    """ % input_pages
+
+    return header + summary_value + rule_value
+
+
+# text2ppt 실행 함수
+def text2ppt(token_key, input_prompt, input_theme):
+    openai.api_key = token_key
+
+    messages = [
+        {"role": "system", "content": "You are a kind helpful PPT designer."},
+    ]
+
+    message = input_prompt
+
+    if message:
+        messages.append(
+            {"role": "user", "content": message},
+        )
+        chat = openai.ChatCompletion.create(
+            model="gpt-3.5-turbo-0301", messages=messages
+        )
+
+    reply = chat.choices[0].message.content
+    messages.append({"role": "assistant", "content": reply})
+
+    revised_reply = reply[4:] if reply[:3] == "---" else reply
+
+    ppt_theme = input_theme
+
+    marp_header = """---
+    marp: true
+    theme: %s
+    footer: 'PA!(Presentation Assistant)'
+    paginate: true
+    ---
+    """ % input_theme
+
+    md_text = marp_header + revised_reply
+
+    md_text_list = md_text.split('\n')
+
+    # writedata.py
+    f = open("text2ppt_test.md", 'w')
+    for i in range(0, len(md_text_list)):
+        data = md_text_list[i] + "\n"
+        f.write(data)
+    f.close()
+
+    subprocess.run(
+        f"npx @marp-team/marp-cli@latest --pdf-fonts-dir=/usr/share/fonts/truetype/nanum --pdf-default-font=NanumGothic -o output.pdf text2ppt_test.md --chrome-path=/usr/bin/google-chrome-stable",
+        shell=True)
+
+
+def ppt2script(token_key, input_file, input_type):
+    openai.api_key = token_key
+
+    with open(input_file, 'rb') as pdf_file:
+        pdf_reader = PyPDF2.PdfReader(pdf_file)
+        num_pages = len(pdf_reader.pages)
+
+        # 각 페이지의 내용을 문자열로 변환합니다.
+        text = ""
+        for page_num in range(num_pages):
+            page = pdf_reader.pages[page_num]
+            text += "[PAGE_NUM " + str(page_num + 1) + "]"
+            text += page.extract_text()
+
+    header = """
+    너는는 PPT 발표에 도움을 주는 조력자야. 
+    ~~~아래 규칙을 지키고, --- 아래 PPT 내용에 대해 발표 스크립트를 한글로 작성해.
+
+    ~~~
+    - [PAGE_NUM 1] 일 때, 여기서 1은 페이지 번호인데, 페이지 번호마다 발표 스크립트를 작성해.
+    - 마크다운 언어를 쓰지않고, 텍스트로만 작성해.
+    - PPT 내용에 추가적인 설명이나 사례를 덧붙여줘.
+
+    ---
+    """
+
+    input_prompt = header + text
+
+    messages = [
+        {"role": "system", "content": "You are a kind helpful PPT Assistant."},
+    ]
+
+    message = input_prompt
+
+    if message:
+        messages.append(
+            {"role": "user", "content": message},
+        )
+        chat = openai.ChatCompletion.create(
+            model="gpt-3.5-turbo-0301", messages=messages
+        )
+
+    reply = chat.choices[0].message.content
+    messages.append({"role": "assistant", "content": reply})
+
+    return reply
+
+
+####### 화면 시작 ########
+tab1, tab2, tab3 = st.tabs(['PA!란?', 'Text2PPT', 'PPT2Script'])
+
+with tab1:
+    st.header('소개')
+    st.title('PA!(Presentation Assistant):sparkles:')
+    contents = """
+    : 사용자가 입력한 내용을 기반으로 PPT를 :blue[자동 제작]하고,
+
+      프레젠테이션 :red[스크립트를 제공]하여 프레젠테이션 역량을 향상시킵니다!"""
+    st.markdown(contents)
+    st.markdown('-------------------------')
+    st.header('사용법')
+    st.subheader('Text2PPT')
+    contents = """
+    : 사용자에게 링크나 파일을 전달받으면 그 내용으로 :blue[발표 자료를 제작]해 드립니다!
+
+      사용자는 원하는 테마(템플릿) 종류와 페이지 수만 선택하세요!"""
+    st.markdown(contents)
+    st.subheader('PPT2Script')
+    contents = """
+    : ppt 또는 pdf 발표 자료를 사용자로부터 제공받으면 자동으로 :blue[발표 대본]을 만들어드립니다!"""
+    st.markdown(contents)
+
+with tab2:
+    st.header('Text2PPT')
+    gpt_token = st.text_input('챗 gpt토큰을 입력해 주세요.', key="<Text2PPT_token>")
+    st.markdown('-------------------------')
+
+    st.subheader(':computer:문서 ppt 자동 생성기:computer:')
+
+    thema_select = st.selectbox(
+        '원하는 테마를 선택하세요',
+        ['default', 'gaia', 'uncover'])
+
+    st.markdown('-------------------------')
+
+    page_choice = st.slider('ppt 페이지 장수', min_value=2, max_value=10, step=1, value=5)
+
+    st.markdown('-------------------------')
+
+    my_order = ['텍스트', '링크', 'PDF']
+    status = st.radio('파일 종류를 선택하고 내용을 입력하세요! :smile: ', my_order)
+
+    # 첫번째 방법
+    if status == my_order[0]:
+        input_text = st.text_area('text를 입력하세요', height=5)
+
+    elif status == my_order[1]:
+        input_text = st.text_area('url를 입력하세요', height=5)
+
+    elif status == my_order[2]:
+        input_text = st.file_uploader('파일을 업로드 하세요', type=['pdf'])
+
+    input_text_check = st.button('확인', key="<Text2PPT_start>")  # 이 버튼 누르면 입력텍스트가 넘어가게 해야함
+
+    st.markdown('-------------------------')
+
+    if input_text_check == True:
+        with st.spinner('Wait for it...'):
+            text2ppt(gpt_token, generate_text2ppt_input_prompt(status, input_text, page_choice), thema_select)
+            with open("output.pdf", "rb") as pdf_file:
+                PDFbyte = pdf_file.read()
+        st.success('Done!')
+        st.download_button(label="Download PPT",
+                           data=PDFbyte,
+                           file_name="export_output.pdf",
+                           mime='application/octet-stream', key="<Text2PPT_download>")
+
+with tab3:
+    st.header('PPT2Script')
+    gpt_token = st.text_input('챗gpt토큰을 입력해주세요.', key="<PPT2Script_token>")
+    st.markdown('-------------------------')
+
+    st.subheader(':bookmark_tabs:발표 대본 생성기')
+
+    file_order = ['PDF', 'PPT']
+    choose = st.radio('발표 자료의 파일 형식을 선택해 주세요', file_order)
+
+    if choose == file_order[0]:
+        uploaded_file = st.file_uploader('Choose File!', type='pdf')
+    elif choose == file_order[1]:
+        uploaded_file = st.file_uploader('Choose File!', type='pptx')
+
+    input_file_check = st.button('확인', key="<PPT2Script_start>")  # 이 버튼 누르면 입력 파일이 넘어가게 해야함
+    st.markdown('-------------------------')
+
+    if input_file_check == True:
+        with st.spinner('Wait for it...'):
+            with open(uploaded_file.name, mode='wb') as w:
+                w.write(uploaded_file.getvalue())
+
+            script = ppt2script(gpt_token, uploaded_file.name, choose)
+
+        st.success('Done!')
+        st.download_button('Download Script',
+                           data=script, file_name="script_output.txt", key="<PPT2Script_download>")
+

env_set.py

@@ -0,0 +1,17 @@
+import subprocess
+
+def env_set():
+    subprocess.run(f"pip install streamlit", shell=True)
+    subprocess.run(f"pip install pyngrok", shell=True)
+    subprocess.run(f"pip install -q openai", shell=True)
+    subprocess.run(f"pip install PyPDF2", shell=True)
+    subprocess.run(f"pip install python-pptx==0.6.18", shell=True)
+    subprocess.run(f"sudo apt-get install -f", shell=True)
+    subprocess.run(f"sudo apt-get install -y fonts-nanum", shell=True)
+    subprocess.run(f"sudo fc-cache -fv", shell=True)
+    subprocess.run(f"rm ~/.cache/matplotlib -rf", shell=True)
+    subprocess.run(f"curl https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb -o chrome.deb", shell=True)
+    subprocess.run(f"curl https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb -o chrome.deb", shell=True)
+    subprocess.run(f"dpkg --install chrome.deb", shell=True)
+    subprocess.run(f"apt-get install --fix-broken --assume-yes", shell=True)
+

requirements.txt

@@ -0,0 +1,426 @@
+absl-py==1.4.0
+aiohttp==3.8.4
+aiosignal==1.3.1
+alabaster==0.7.13
+albumentations==1.2.1
+altair==4.2.2
+anyio==3.6.2
+appdirs==1.4.4
+argon2-cffi==21.3.0
+argon2-cffi-bindings==21.2.0
+arviz==0.15.1
+astropy==5.2.2
+astunparse==1.6.3
+async-timeout==4.0.2
+attrs==22.2.0
+audioread==3.0.0
+autograd==1.5
+Babel==2.12.1
+backcall==0.2.0
+beautifulsoup4==4.11.2
+bleach==6.0.0
+blinker==1.6.2
+blis==0.7.9
+blosc2==2.0.0
+bokeh==2.4.3
+branca==0.6.0
+CacheControl==0.12.11
+cached-property==1.5.2
+cachetools==5.3.0
+catalogue==2.0.8
+certifi==2022.12.7
+cffi==1.15.1
+chardet==4.0.0
+charset-normalizer==2.0.12
+chex==0.1.7
+click==8.1.3
+cloudpickle==2.2.1
+cmake==3.25.2
+cmdstanpy==1.1.0
+colorcet==3.0.1
+colorlover==0.3.0
+community==1.0.0b1
+confection==0.0.4
+cons==0.4.5
+contextlib2==0.6.0.post1
+contourpy==1.0.7
+convertdate==2.4.0
+cryptography==40.0.1
+cufflinks==0.17.3
+cvxopt==1.3.0
+cvxpy==1.3.1
+cycler==0.11.0
+cymem==2.0.7
+Cython==0.29.34
+dask==2022.12.1
+datascience==0.17.6
+db-dtypes==1.1.1
+dbus-python==1.2.16
+debugpy==1.6.6
+decorator==4.4.2
+defusedxml==0.7.1
+distributed==2022.12.1
+dlib==19.24.1
+dm-tree==0.1.8
+docutils==0.16
+dopamine-rl==4.0.6
+earthengine-api==0.1.348
+easydict==1.10
+ecos==2.0.12
+editdistance==0.6.2
+en-core-web-sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.5.0/en_core_web_sm-3.5.0-py3-none-any.whl
+entrypoints==0.4
+ephem==4.1.4
+et-xmlfile==1.1.0
+etils==1.2.0
+etuples==0.3.8
+exceptiongroup==1.1.1
+fastai==2.7.12
+fastcore==1.5.29
+fastdownload==0.0.7
+fastjsonschema==2.16.3
+fastprogress==1.0.3
+fastrlock==0.8.1
+filelock==3.11.0
+firebase-admin==5.3.0
+Flask==2.2.3
+flatbuffers==23.3.3
+flax==0.6.8
+folium==0.14.0
+fonttools==4.39.3
+frozendict==2.3.7
+frozenlist==1.3.3
+fsspec==2023.4.0
+future==0.18.3
+gast==0.4.0
+GDAL==3.3.2
+gdown==4.6.6
+gensim==4.3.1
+geographiclib==2.0
+geopy==2.3.0
+gin-config==0.5.0
+gitdb==4.0.10
+GitPython==3.1.31
+glob2==0.7
+google==2.0.3
+google-api-core==2.11.0
+google-api-python-client==2.84.0
+google-auth==2.17.2
+google-auth-httplib2==0.1.0
+google-auth-oauthlib==1.0.0
+google-cloud-bigquery==3.9.0
+google-cloud-bigquery-storage==2.19.1
+google-cloud-core==2.3.2
+google-cloud-datastore==2.15.1
+google-cloud-firestore==2.11.0
+google-cloud-language==2.9.1
+google-cloud-storage==2.8.0
+google-cloud-translate==3.11.1
+google-colab @ file:///colabtools/dist/google-colab-1.0.0.tar.gz
+google-crc32c==1.5.0
+google-pasta==0.2.0
+google-resumable-media==2.4.1
+googleapis-common-protos==1.59.0
+googledrivedownloader==0.4
+graphviz==0.20.1
+greenlet==2.0.2
+grpcio==1.53.0
+grpcio-status==1.48.2
+gspread==3.4.2
+gspread-dataframe==3.0.8
+gym==0.25.2
+gym-notices==0.0.8
+h5netcdf==1.1.0
+h5py==3.8.0
+HeapDict==1.0.1
+hijri-converter==2.2.4
+holidays==0.22
+holoviews==1.15.4
+html5lib==1.1
+httpimport==1.3.0
+httplib2==0.21.0
+humanize==4.6.0
+hyperopt==0.2.7
+idna==3.4
+imageio==2.25.1
+imageio-ffmpeg==0.4.8
+imagesize==1.4.1
+imbalanced-learn==0.10.1
+imgaug==0.4.0
+importlib-metadata==6.3.0
+importlib-resources==5.12.0
+imutils==0.5.4
+inflect==6.0.4
+iniconfig==2.0.0
+intel-openmp==2023.1.0
+ipykernel==5.5.6
+ipython==7.34.0
+ipython-genutils==0.2.0
+ipython-sql==0.4.1
+ipywidgets==7.7.1
+itsdangerous==2.1.2
+jax==0.4.8
+jaxlib @ https://storage.googleapis.com/jax-releases/cuda11/jaxlib-0.4.7+cuda11.cudnn86-cp39-cp39-manylinux2014_x86_64.whl
+jieba==0.42.1
+Jinja2==3.1.2
+joblib==1.2.0
+jsonpickle==3.0.1
+jsonschema==4.3.3
+jupyter-client==6.1.12
+jupyter-console==6.1.0
+jupyter-server==1.23.6
+jupyter_core==5.3.0
+jupyterlab-pygments==0.2.2
+jupyterlab-widgets==3.0.7
+kaggle==1.5.13
+keras==2.12.0
+keras-vis==0.4.1
+kiwisolver==1.4.4
+korean-lunar-calendar==0.3.1
+langcodes==3.3.0
+lazy_loader==0.2
+libclang==16.0.0
+librosa==0.10.0.post2
+lightgbm==3.3.5
+lit==16.0.1
+llvmlite==0.39.1
+locket==1.0.0
+logical-unification==0.4.5
+LunarCalendar==0.0.9
+lxml==4.9.2
+Markdown==3.4.3
+markdown-it-py==2.2.0
+MarkupSafe==2.1.2
+matplotlib==3.7.1
+matplotlib-inline==0.1.6
+matplotlib-venn==0.11.9
+mdurl==0.1.2
+miniKanren==1.0.3
+missingno==0.5.2
+mistune==0.8.4
+mizani==0.8.1
+mkl==2019.0
+ml-dtypes==0.0.4
+mlxtend==0.14.0
+more-itertools==9.1.0
+moviepy==1.0.3
+mpmath==1.3.0
+msgpack==1.0.5
+multidict==6.0.4
+multipledispatch==0.6.0
+multitasking==0.0.11
+murmurhash==1.0.9
+music21==8.1.0
+natsort==8.3.1
+nbclient==0.7.3
+nbconvert==6.5.4
+nbformat==5.8.0
+nest-asyncio==1.5.6
+networkx==3.1
+nibabel==3.0.2
+nltk==3.8.1
+notebook==6.4.8
+numba==0.56.4
+numexpr==2.8.4
+numpy==1.22.4
+oauth2client==4.1.3
+oauthlib==3.2.2
+openai==0.27.4
+opencv-contrib-python==4.7.0.72
+opencv-python==4.7.0.72
+opencv-python-headless==4.7.0.72
+openpyxl==3.0.10
+opt-einsum==3.3.0
+optax==0.1.4
+orbax==0.1.7
+osqp==0.6.2.post0
+packaging==23.0
+palettable==3.3.1
+pandas==1.5.3
+pandas-datareader==0.10.0
+pandas-gbq==0.17.9
+pandocfilters==1.5.0
+panel==0.14.4
+param==1.13.0
+parso==0.8.3
+partd==1.3.0
+pathlib==1.0.1
+pathy==0.10.1
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+pep517==0.13.0
+pexpect==4.8.0
+pickleshare==0.7.5
+Pillow==8.4.0
+pip-tools==6.6.2
+platformdirs==3.2.0
+plotly==5.13.1
+plotnine==0.10.1
+pluggy==1.0.0
+pooch==1.6.0
+portpicker==1.3.9
+prefetch-generator==1.0.3
+preshed==3.0.8
+prettytable==0.7.2
+proglog==0.1.10
+progressbar2==4.2.0
+prometheus-client==0.16.0
+promise==2.3
+prompt-toolkit==3.0.38
+prophet==1.1.2
+proto-plus==1.22.2
+protobuf==3.20.3
+psutil==5.9.4
+psycopg2==2.9.6
+ptyprocess==0.7.0
+py-cpuinfo==9.0.0
+py4j==0.10.9.7
+pyarrow==9.0.0
+pyasn1==0.4.8
+pyasn1-modules==0.2.8
+pycocotools==2.0.6
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+pyct==0.5.0
+pydantic==1.10.7
+pydata-google-auth==1.7.0
+pydeck==0.8.1b0
+pydot==1.4.2
+pydot-ng==2.0.0
+pydotplus==2.0.2
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+pyerfa==2.0.0.3
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+Pygments==2.14.0
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+pymc==5.1.2
+PyMeeus==0.5.12
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+pymystem3==0.2.0
+pyngrok==6.0.0
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+pyparsing==3.0.9
+PyPDF2==3.0.1
+pyrsistent==0.19.3
+PySocks==1.7.1
+pytensor==2.10.1
+pytest==7.2.2
+python-apt==0.0.0
+python-dateutil==2.8.2
+python-louvain==0.16
+python-pptx==0.6.18
+python-slugify==8.0.1
+python-utils==3.5.2
+pytz==2022.7.1
+pytz-deprecation-shim==0.1.0.post0
+pyviz-comms==2.2.1
+PyWavelets==1.4.1
+PyYAML==6.0
+pyzmq==23.2.1
+qdldl==0.1.7
+qudida==0.0.4
+regex==2022.10.31
+requests==2.27.1
+requests-oauthlib==1.3.1
+requests-unixsocket==0.2.0
+rich==13.3.3
+rpy2==3.5.5
+rsa==4.9
+scikit-image==0.19.3
+scikit-learn==1.2.2
+scipy==1.10.1
+scs==3.2.3
+seaborn==0.12.2
+Send2Trash==1.8.0
+shapely==2.0.1
+six==1.16.0
+sklearn-pandas==2.2.0
+smart-open==6.3.0
+smmap==5.0.0
+sniffio==1.3.0
+snowballstemmer==2.2.0
+sortedcontainers==2.4.0
+soundfile==0.12.1
+soupsieve==2.4
+soxr==0.3.5
+spacy==3.5.1
+spacy-legacy==3.0.12
+spacy-loggers==1.0.4
+Sphinx==3.5.4
+sphinxcontrib-applehelp==1.0.4
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.1
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.9
+sqlparse==0.4.3
+srsly==2.4.6
+statsmodels==0.13.5
+streamlit==1.21.0
+sympy==1.11.1
+tables==3.8.0
+tabulate==0.8.10
+tblib==1.7.0
+tenacity==8.2.2
+tensorboard==2.12.1
+tensorboard-data-server==0.7.0
+tensorboard-plugin-wit==1.8.1
+tensorflow==2.12.0
+tensorflow-datasets==4.8.3
+tensorflow-estimator==2.12.0
+tensorflow-gcs-config==2.12.0
+tensorflow-hub==0.13.0
+tensorflow-io-gcs-filesystem==0.32.0
+tensorflow-metadata==1.13.0
+tensorflow-probability==0.19.0
+tensorstore==0.1.35
+termcolor==2.2.0
+terminado==0.17.1
+text-unidecode==1.3
+textblob==0.17.1
+tf-slim==1.1.0
+thinc==8.1.9
+threadpoolctl==3.1.0
+tifffile==2023.3.21
+tinycss2==1.2.1
+toml==0.10.2
+tomli==2.0.1
+toolz==0.12.0
+torch @ https://download.pytorch.org/whl/cu118/torch-2.0.0%2Bcu118-cp39-cp39-linux_x86_64.whl
+torchaudio @ https://download.pytorch.org/whl/cu118/torchaudio-2.0.1%2Bcu118-cp39-cp39-linux_x86_64.whl
+torchdata==0.6.0
+torchsummary==1.5.1
+torchtext==0.15.1
+torchvision @ https://download.pytorch.org/whl/cu118/torchvision-0.15.1%2Bcu118-cp39-cp39-linux_x86_64.whl
+tornado==6.2
+tqdm==4.65.0
+traitlets==5.7.1
+triton==2.0.0
+tweepy==4.13.0
+typer==0.7.0
+typing_extensions==4.5.0
+tzdata==2023.3
+tzlocal==4.3
+uritemplate==4.1.1
+urllib3==1.26.15
+validators==0.20.0
+vega-datasets==0.9.0
+wasabi==1.1.1
+watchdog==3.0.0
+wcwidth==0.2.6
+webcolors==1.13
+webencodings==0.5.1
+websocket-client==1.5.1
+Werkzeug==2.2.3
+widgetsnbextension==3.6.4
+wordcloud==1.8.2.2
+wrapt==1.14.1
+xarray==2022.12.0
+xarray-einstats==0.5.1
+xgboost==1.7.5
+xlrd==2.0.1
+XlsxWriter==3.1.0
+yarl==1.8.2
+yellowbrick==1.5
+yfinance==0.2.17
+zict==2.2.0
+zipp==3.15.0