dushyanttara Goto Github PK

applied-ml

Curated papers, articles & videos on data science & machine learning applied in production, with results.

asr_sd

Automatic Speech Recognition and speaker diarization

autograd

Efficiently computes derivatives of numpy code.

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

catalyst

Reproducible and fast DL & RL.

chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.

colab_research

Google colab notebooks based on my ongoing research

competitive-programing

Practice solutions for programming challenges on hackerrank, Euler project, interviewbit etc.

datasets

loading_datasets_online

deep_learning_object_detection

A paper list of object detection using deep learning.

deep_transfer_learning_nlp_dhs2019

Contains the code and deck for the presentation on Applying Deep Transfer Learning for NLP in Analytics Vidhya's DataHack Summit 2019

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

detect-parkinsons-disease

Parkinson's disease is a neurodegenerative, progressive disorder of the central nervous system that affects movement and causes tremors and stiffness. This affects dopamine-producing neurons in the brain and every year, it affects more than 1 million individuals in India.

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dhs-19

Contains the material I presented in Data Hack Summit 2019

dhs2019

Video encoding & classification using tensorflow 2.0

dhs2019_gnn

dhs2019_hacksession_nlp

Codes used for the hack session in DHS 2019

dhs_summit_2019_image_captioning

Image captioning using attention models

dushyanttara.github.io

Data Science Portfolio

edgeml

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

fake_news_detector

Build a model to predict whether a given news article is fake or real.

few-shot-vid2vid

graph-embeddings-recommendations-dhs2019

Application of graph embeddings in recommendation system

gru4rec

GRU4Rec is the original Theano implementation of the algorithm in "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016 and its follow-up "Recurrent Neural Networks with Top-k Gains for Session-based Recommendations". The code is optimized for execution on the GPU.

hungabunga

HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

interpretable_machine_learning_with_python

Practical techniques for training interpretable ML models, explaining ML models, and debugging ML models.