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2024-summer
2024-summer
 
 
notebooks
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sandbox
sandbox
 
 
.DS_Store
.DS_Store
 
 
.gitignore
.gitignore
 
 
A_Primer_on_Deep_Learning_in_Genomics_Public.ipynb
A_Primer_on_Deep_Learning_in_Genomics_Public.ipynb
 
 
DPGR_mixed_pop.ipynb
DPGR_mixed_pop.ipynb
 
 
DeepPonies_Text_To_Speech.ipynb
DeepPonies_Text_To_Speech.ipynb
 
 
Few_Shot_Learning_with_Prototypical_Networks.ipynb
Few_Shot_Learning_with_Prototypical_Networks.ipynb
 
 
LangChain_<>_Wolfram_Alpha.ipynb
LangChain_<>_Wolfram_Alpha.ipynb
 
 
Learn_Python_by_analying_covid19.ipynb
Learn_Python_by_analying_covid19.ipynb
 
 
MLP_MINIST_chatgpt.ipynb
MLP_MINIST_chatgpt.ipynb
 
 
MLP_pytorch_chatgpt.ipynb
MLP_pytorch_chatgpt.ipynb
 
 
README-teacher-bootcamp2022.md
README-teacher-bootcamp2022.md
 
 
README.md
README.md
 
 
SHAP_wine_tutorial.ipynb
SHAP_wine_tutorial.ipynb
 
 
align2snv.ipynb
align2snv.ipynb
 
 
compare_v0_v2.py
compare_v0_v2.py
 
 
contrast_learning_ministipynb.ipynb
contrast_learning_ministipynb.ipynb
 
 
introduction_to_bioinformatics_with_Sars_cov_2.ipynb
introduction_to_bioinformatics_with_Sars_cov_2.ipynb
 
 
practice_mini_transformer_genetic.ipynb
practice_mini_transformer_genetic.ipynb
 
 
proteinmpnn_in_jax.ipynb
proteinmpnn_in_jax.ipynb
 
 
python_basics.ipynb
python_basics.ipynb
 
 
simple_reinforcement_learning_GridWorld.ipynb
simple_reinforcement_learning_GridWorld.ipynb
 
 
softmax_logistic_growthipynb.ipynb
softmax_logistic_growthipynb.ipynb
 
 
tinyAI_emoji_Chinese.ipynb
tinyAI_emoji_Chinese.ipynb
 
 
tinyAI_emoji_guessing.ipynb
tinyAI_emoji_guessing.ipynb
 
 
transformer_pilot.ipynb
transformer_pilot.ipynb
 
 
winequality-white.csv
winequality-white.csv
 
 

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Python-CoLab-bootcamp

for education only

2023 videos

part 1 video https://youtu.be/6Sf7gi7hOqw (python basics)

part 2 video https://youtu.be/c9AuCm9LkPY (learn python by analyzing covid19)

part 3 video https://youtu.be/bp5wi_R6gx0 (git, python)

part 4 video https://youtu.be/e1ztEyaaZOo (minst machine learning)

part 5 video https://youtu.be/Vrg2NJsOIew (student presentation)

part 6 video https://youtu.be/346MXHkmvM8 (student presentation)

2024 videos part 1, python basics, https://youtu.be/71LcI1Etlzc

part 2, emergent aging modeling, https://youtu.be/lwPQiC_z44E

part 3. advanced topics, https://youtu.be/BSVqVnoBDP0

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