The original transformer implementation from scratch. It contains informative comments on each block

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

I will be exploring Decision Tree Classifiers using Health Provider Fraud Dataset

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

A comparative assessment of machine learning classification algorithms applied to poverty prediction

Techniques for deep learning with satellite & aerial imagery

Determining the degree of damage that is done to buildings post an earthquake using Machine Learning.The damage to a building is categorized in five grades. Each grade depicts the extent of damage …

Using deep learning techniques like 1D and 2D CNNs, LSTM to detect damage in a structure with hinges/joints after an earthquake.

Predicting scalar coupling, or J coupling constants given molecular properties

Molecular Properties Kaggle Competition

Kaggle Competition : Predicting Molecular Properties

Predicting Molecular Properties Kaggle competition (https://www.kaggle.com/c/champs-scalar-coupling/overview)

Neural nets that predict flood levels

Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy

Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)

19th place solution in "Predicting Molecular Properties"

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

Gold medal #2 Kaggle "Predicting Molecular Properties" compatition

A contest about geometrical measurements.

Collection of code and data related to the CHAMPS kaggle competition

Bosch solution to CHAMPS Kaggle competition

SIIM-ACR Pneumothorax Segmentation first place solution

Code for 1st place solution in Understanding Clouds from Satellite Images Challenge.

3rd place solution

Implementation for Kaggle Human Protein Atlas Challenge

Human Protein Atlas Image Classification - Classify subcellular protein patterns in human cells

This repository contains my model which was Ranked in Top-17% in Human Protein Atlas Image Classification challenge on Kaggle

Team original solutions for the Human Protein Atlas image classification competition