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_toc.yml
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_toc.yml
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# Table of contents
format: jb-book
root: intro
parts:
- caption: Course Materials
numbered: False
chapters:
- file: Course_Materials/BMB961-003_Syllabus
title: Syllabus
- file: Course_Materials/BMB961-003_Schedule
title: Course Schedule
- file: Course_Materials/SoftwareSetupGuide
title: Software Setup Guide
- url: https://github.com/ADicksonLab/ml4md-jb/raw/main/Course_Materials/Final_project_description.pdf
title: Final Project Description
- caption: Week 01
numbered: False
chapters:
- file: Week-01/W1_Lecture_Welcome.ipynb
- file: Week-01/W1_Lab_Python_Refresher.ipynb
- url: https://github.com/ADicksonLab/ml4md-jb/raw/main/Course_Materials/learn_python.zip
title: LearnPython.zip
- url: https://github.com/ADicksonLab/ml4md-jb/blob/8bc6b5d18b4f72c40ad50704cb6507c58f7f595c/Course_Materials/BMB_Community_Standards.pdf
title: BMB_Community_Standards.pdf
- url: https://raw.githubusercontent.com/ADicksonLab/ml4md-jb/main/Week-01/sEH_nowater.pdb
title: sEH_nowater.pdb
- url: https://github.com/ADicksonLab/ml4md-jb/raw/main/Week-01/sEH_unbinding.dcd
title: sEH_unbinding.dcd
- caption: Week 02
numbered: False
chapters:
- file: Week-02/W2_Lecture_MLBasics.ipynb
- file: Week-02/W2_Lab_MLBasics.ipynb
- url: https://github.com/ADicksonLab/ml4md-jb/raw/main/Week-02/apple.vacuum.dat
title: apple.vacuum.dat
- url: https://github.com/ADicksonLab/ml4md-jb/raw/main/Week-02/apple.vacuum.highres.dat
title: apple.vacuum.highres.dat
- url: https://github.com/ADicksonLab/ml4md-jb/raw/main/Week-02/apple.leaf.air.highres.dat
title: apple.leaf.air.highres.dat
- caption: Week 03
numbered: False
chapters:
- file: Week-03/W3_Lecture_NNArchitectures.ipynb
- file: Week-03/W3_Lab_ConvNetworks.ipynb
- url: https://github.com/ADicksonLab/ml4md-jb/raw/main/Week-03/aq15_pdbs.tgz
title: aq15_pdbs.tgz
- url: https://github.com/ADicksonLab/ml4md-jb/raw/main/Week-03/aq15.rgyr.dat
title: aq15.rgyr.dat
- url: https://github.com/ADicksonLab/ml4md-jb/raw/main/Week-03/aq15.pb.dat
title: aq15.pb.dat
- url: https://github.com/ADicksonLab/ml4md-jb/raw/main/Week-03/aq15.gb.dat
title: aq15.gb.dat
- url: https://github.com/ADicksonLab/ml4md-jb/raw/main/Week-03/aq15.sasa.dat
title: aq15.sasa.dat
- caption: Week 04
numbered: False
chapters:
- file: Week-04/W4_Lecture_GenerativeModels.ipynb
- file: Week-04/W4_Lab_GenerateMolecularConformations.ipynb
- caption: Week 05
numbered: False
chapters:
- file: Week-05/W5_Lecture-ProteinStructurePrediction.ipynb
- file: Week-05/W5_Lab_StructurePrediction.ipynb
- url: https://github.com/ADicksonLab/ml4md-jb/raw/main/Week-05/work7efy.zip
title: work7efy.zip
- caption: Week 06
numbered: False
chapters:
- file: Week-06/W6_Lecture_MD-Concepts1.ipynb
- file: Week-06/W6_Lab_Single-Particle-Langevin-Dynamics.ipynb
- caption: Week 07
numbered: False
chapters:
- file: Week-07/W7_Lecture_MD-Concepts2.ipynb
- file: Week-07/W7_Lab_Liquid-Argon-Simulation.ipynb
- url: https://github.com/ADicksonLab/ml4md-jb/blob/main/Week-07/traj_pos_T50.npy?raw=true
title: traj_pos_T50.npy
- url: https://github.com/ADicksonLab/ml4md-jb/blob/main/Week-07/traj_vel_T50.npy?raw=true
title: traj_vel_T50.npy
- url: https://github.com/ADicksonLab/ml4md-jb/blob/main/Week-07/traj_pos_T80.npy?raw=true
title: traj_pos_T80.npy
- url: https://github.com/ADicksonLab/ml4md-jb/blob/main/Week-07/traj_pos_T120.npy?raw=true
title: traj_pos_T120.npy
- url: https://github.com/ADicksonLab/ml4md-jb/blob/main/Week-07/traj_pos_T200.npy?raw=true
title: traj_pos_T200.npy
- caption: Week 08
numbered: False
chapters:
- file: Week-08/W8_Lecture-Biomolecular-Simulation-1.ipynb
- url: https://raw.githubusercontent.com/ADicksonLab/ml4md-jb/main/Week-08/input.pdb
title: input.pdb
- url: https://raw.githubusercontent.com/ADicksonLab/ml4md-jb/main/Week-08/water.pdb
title: water.pdb
- file: Week-08/W8_Lab-Angiotensin-Simulation.ipynb
- url: https://raw.githubusercontent.com/ADicksonLab/ml4md-jb/main/Week-08/angiotensin.pdb
title: angiotensin.pdb
- file: Week-08/software.md
- caption: Week 09
numbered: False
chapters:
- file: Week-09/W9_Lecture-MarkovStateModels.ipynb
- file: Week-09/W9_Lab-SimulationAnalysis.ipynb
- caption: Week 10
numbered: False
chapters:
- file: Week-10/W10_Lecture_FFConcepts.ipynb
- file: Week-10/W10_Lab-MLFF_ANI.ipynb
- caption: Week 11
numbered: False
chapters:
- file: Week-11/W11_Final-Project-Demo-1-CHARMM-GUI.ipynb
- file: Week-11/CHARMM_GUI_COLAB.ipynb
- file: Week-11/CHARMM_GUI_HPCC.ipynb
- file: Week-11/W11_Final-Project-Demo-2-ANI-ASE.ipynb