# Welcome!

Blog documenting my mulling over data and science.

# Recent Posts

### Implement neural network from scratch for binary classification

### Relational analysis of spices used in Indian cuisine

### Get SMILES from PubChem using DASK

### Cheminformatics Literature and Resources

### Making equal spaces parity plots using Matplotlib

### t-SNE and UMAP - Effect of initialization on the dimensionality reduction

### Bayesian optimisation implementation

### Estimating prediction confidence through dropout

### Network analysis hands-on

### Analyze Bollywood movie ratings (1950-2020)

### MNIST digit classification using scikit-learn

### S&P 500 analysis using beautifulsoup and pandas

### Plotting surface in matplotlib

### Activation functions

### Convolutional neural network example

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