Personal blogposts and explorations

Title Categories Reading Time
Fingerprints on fingertips python, chemical-science, data-analysis 4 min
Web-scraping Hindi (Bollywood) movies from IMDb   1 min
Classifying reactions using machine-learning python, chemical-science, data-analysis 3 min
Fingerprints   2 min
Medicine drug discovery resources chemical-science, machine-learning, resources 81 min
Large Language Models chemical-science, machine-learning, resources, AI 5 min
Auto3D to make optimize tautomers and 3D conformers   1 min
Cheminformatics basics - Clustering molecules   1 min
Cheminformatics basics - Why the SMIRKS?   4 min
Cheminformatics basics - A SMARTS way to filter molecules   8 min
On machine learning model interpretability exploratory-data-analysis, machine-learning, resources, chemical-science 2 min
Rdkit quick tips chemical-science, exploratory-data-analysis, machine-learning, resources 6 min
Model building checklist exploratory-data-analysis, machine-learning, resources, chemical-science 3 min
Resources list exploratory-data-analysis, machine-learning, resources 6 min
Pandas cookbook exploratory-data-analysis, machine-learning, resources 7 min
Exploratory Data Analysis on Behavioral Risk Factor Surveillance System (BRFSS) dataset   4 min
Material-informatics Literature and Resources chemical-science, machine-learning, resources 17 min
Cheminformatics basics - RDkit, regression models, similarity   5 min
Mateiral informatics sample project chemical-science, python, machine-learning 2 min
Making equal spaces parity plots using Matplotlib   1 min
Anamoly detection using autoencoders   3 min
Implement neural network from scratch for binary classification python, pytorch, machine-learning 5 min
t-SNE and UMAP - Effect of initialization on the dimensionality reduction python, data-visualization 2 min
Bayesian optimisation implementation   4 min
Estimating prediction confidence through dropout   3 min
Solving the birthday problem using simple counting   2 min
Central limit theorem   4 min
Relational analysis of spices used in Indian cuisine   3 min
Network analysis hands-on   4 min
Transfer learning walkthrough using Pytorch   3 min
Get SMILES from PubChem using DASK   1 min
Analyze Bollywood movie ratings (1950-2020)   2 min
Classification-based algorithms walkthrough   10 min
S&P 500 analysis using beautifulsoup and pandas   1 min
Plotting surface in matplotlib   2 min
Activation functions   2 min
Convolutional neural network example   3 min
Implement Support Vector Machines in scikit-learn   6 min
An Example Markdown Post markdown 2 min
Vectorisation in python using numpy   1 min
Lambda, Filter, and Map functions in Python   1 min
Principal component analysis   7 min
Neural network implementation in PyTorch   1 min
End-to-end Machine Learning Project python, exploratory-data-analysis, machine-learning 17 min
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