66DaysOfData

Repo to store code for #66DaysOfData challenge.

Day 1

Affine Transformations

Day 2

Probability Calibration

Day 3 and 4

Text Generation

Day 5

Plotly Basics

Day 6

Python using Docker

Day 7

Mask Detection using YOLOv3

Day 8

NLP using NLTK Book

Day 9

Isolation Forest for Outlier detection

Day 10

PCA using Linear Algebra

Day 11

Dimensionality Reduction using sklearn

Day 12

Filter and Feature map visualization for CNNs

Day 13

Model subclassing using Keras

Day 14

Face and Eye detection using OpenCV

Day 15

Contour detection using OpenCV

Day 16

Kernel Density Estimation

Day 17

Image Segmentation using KMeans

Day 18

Deep Convolutional Generative Adversarial Network on MNIST dataset

Day 19

Hierarchical Agglomerative Clustering

Day 20

Feature Scaling using sklearn

Day 21

Silhouette analysis for KMeans clusters

Day 22

Color Correction using Histogram Manipulation

Day 23

High Pass and Low Pass filter using Fast Fourier transform