ML-DL

Habler's PlayGround

Sklearn Models:

Solving regression problems and classification problems

Description	Links
Link to my repo	Habler's sklearn experiments

Neural Networks - Basics:

Implementation of Forward and Backward propagation:

Description	Links
Link to my repo	Habler's Backprop

Object Tracking:

Object Tracker using OpenCV

Description	Links
Link to my repo	Habler's Object Tracker
Medium Post	Object Tracking with Opencv and Python

Object Detection using YOLO - Single Shot Detector approach:

Description	Links
Link to my repo	Habler's Object Detector
Medium Post	YOLO Explained
Paper	You Only Look Once

Image Recognition:

Siamese Neural Network for one-shot image recognition using the Labeled Faces in the Wild-a (LFW-a) dataset.

Description	Links
Link to my repo	Habler's SNN notebook
Medium Post	A Comprehensive Guide to Siamese Neural Networks
Paper	Siamese Neural Networks for One-shot Image Recognition

Time Series Predictions:

Stock Price Prediction using LSTM and Yahoo finance, Keras (Tensorflow backend):

Description	Links
Link to my repo	Habler's Stock Predictor

Lyrics generation using LSTMs and Word2Vec:

Description	Links
Link to my repo	Habler's Lyrics Generation

HuggingFace Playground - Basics:

Sentiment-Analysis and Text-Generation using the HuggingFace pipelines:

Description	Links
Link to my repo	Habler's HuggingFace Playground