Personal blogposts and explorations

Title Categories Reading Time
Fingerprints on fingertips python,chemical-science,data-analysis 3 min
Web-scraping Hindi (Bollywood) movies from IMDb 0 min
Classifying reactions using machine-learning python,chemical-science,data-analysis 2 min
Fingerprints 1 min
Small Molecules Resources chemical-science,machine-learning,resources 60 min
Auto3D to make optimize tautomers and 3D conformers 0 min
Cheminformatics basics - Clustering molecules 0 min
Cheminformatics basics - Why the SMIRKS? 3 min
Cheminformatics basics - A SMARTS way to filter molecules 7 min
On machine learning model interpretability exploratory-data-analysis,machine-learning,resources,chemical-science 1 min
Rdkit quick tips chemical-science,exploratory-data-analysis,machine-learning,resources 5 min
Model building checklist exploratory-data-analysis,machine-learning,resources,chemical-science 2 min
Resources list exploratory-data-analysis,machine-learning,resources 5 min
Pandas cookbook exploratory-data-analysis,machine-learning,resources 6 min
Exploratory Data Analysis on Behavioral Risk Factor Surveillance System (BRFSS) dataset 3 min
Material-informatics Literature and Resources chemical-science,machine-learning,resources 16 min
Cheminformatics basics - RDkit, regression models, similarity 4 min
Mateiral informatics sample project chemical-science,python,machine-learning 1 min
Making equal spaces parity plots using Matplotlib 0 min
Anamoly detection using autoencoders 2 min
Implement neural network from scratch for binary classification python,pytorch,machine-learning 4 min
t-SNE and UMAP - Effect of initialization on the dimensionality reduction python,data-visualization 1 min
Bayesian optimisation implementation 3 min
Estimating prediction confidence through dropout 2 min
Solving the birthday problem using simple counting 1 min
Central limit theorem 3 min
Relational analysis of spices used in Indian cuisine 2 min
Network analysis hands-on 3 min
Transfer learning walkthrough using Pytorch 2 min
Get SMILES from PubChem using DASK 0 min
Analyze Bollywood movie ratings (1950-2020) 1 min
Classification-based algorithms walkthrough 9 min
S&P 500 analysis using beautifulsoup and pandas 0 min
Plotting surface in matplotlib 1 min
Activation functions 1 min
Convolutional neural network example 2 min
Implement Support Vector Machines in scikit-learn 5 min
An Example Markdown Post markdown 1 min
Vectorisation in python using numpy 0 min
Lambda, Filter, and Map functions in Python 0 min
Principal component analysis 6 min
Neural network implementation in PyTorch 0 min
End-to-end Machine Learning Project python,exploratory-data-analysis,machine-learning 16 min
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