Building a Diabetes Prediction Model Using Scikit-Learn

In this blog post, we will provide a comprehensive guide on how to build a diabetes prediction model using Scikit-Learn. Our setup revolves around a single node with Jupyter notebook installed.

Let's start with a step-by-step process, starting from creating virtual machines on the Alces Cloud platform, followed by installation of jupyter lab and notebook and then building the prediction model.

FermiNet Tutorial: Calculating the Ground State Energy of the H2 Molecule Using DeepChem

In this blog, we will demonstrate how to use the FermiNet model implemented in Deep Chemistry (DeepChem) to calculate the ground state energy of the hydrogen (H2) molecule. We will cover the following steps:

• Launch the Instance in Alces Cloud and install Jupyter Notebook.
• Installing required packages
• Initializing and pretraining the FermiNet model
• Training the FermiNet model to obtain the ground state energy

Draw Molecule and Generate Morgan Fingerprint Using RDKit

In this blog post, we will provide a comprehensive guide on how to draw a molecule and generate Morgan Fingerprints using RDKit. Our setup revolves around a single node with Jupyter notebook installed.

Let's start with a step-by-step process, starting from creating virtual machines on the Alces Cloud platform, followed by installation of jupyter lab and notebook and then analysis of molecule solubility.

Unknown Protein Analysis with BioPython

In this blog post, we will provide a comprehensive guide on analysing unknown protein using Biopython. Our setup revolves around a single node with Biopython installed.

Let's start with a step-by-step process, starting from creating virtual machines on the Alces Cloud platform, followed by installation of biopython and then analysis of Unknown protein.

Predict Molecule Solubility With Deepchem

In this blog post, we will provide a comprehensive guide on analysing molecule solubility using deepchem. Our setup revolves around a single node with Jupyter notebook installed.

Let's start with a step-by-step process, starting from creating virtual machines on the Alces Cloud platform, followed by installation of jupyter lab and notebook and then analysis of molecule solubility.