AwasthiMaddy

DataScience

Some data science projects that I have worked on.

algodspy

Some data structures and algorithms py codes

AttentionXML

Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification"

AwasthiMaddy.github.io

My website

competition-winners

The code for the prize winners in DrivenData competitions.

trading_models

Some ML and DL model/solutions for investing in stock market.

DHS2019_HackSession_NLP

Codes used for the hack session in DHS 2019

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Humpback-Whale-Identification-Challenge-2019_2nd_palce_solution

Kaggle Humpback Whale Identification Challenge 2019 2nd place code

imet-6th-soltuion

Code for iMet Collection 2019 - FGVC6

kaggle-competition-solutions

Kaggle competition solutions

kaggle-HPA

Kaggle Human Protein Atlas Image Classification 73th solution

kaggle-hpa-1

Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.

kaggle-humpback

Code for 3rd place solution in Kaggle Humpback Whale Identification Challenge.

kaggle-imaterialist

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

kaggle-imet-2019

kaggle-pneumothorax-segmentation

https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation

kaggle-rsna-intracranial-hemorrhage

kaggle_human_protein

keras-retinanet

Keras implementation of RetinaNet object detection.

kuma_utils

My toolbox for data analysis. :)

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

nlp_course

YSDA course in Natural Language Processing

notes

CME211 Notes | Outline ->

pytorch-saltnet

Kaggle | 9th place solution for TGS Salt Identification Challenge

shuffle

Shuffle every song in existence from YouTube

tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

TGS-Salt-Identification-Challenge-2018-_4th_place_solution

Kaggle TGS Salt Identification Challenge 2018 4th place code

TGS-SaltNet

Kaggle | 22nd place solution for TGS Salt Identification Challenge

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.