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Nachiket

Pune

I'm interested in reading and reproducing code for research papers mostly in areas - new optimizers, models, loss functions, deep learning model training methodology.
I publish the code for some papers implemented with pytorch
Sometimes I also write some notebooks related to some kaggle competition.

[ ] What technologies do I usually work on?
pytorch, python, scikit-learn, huggingface transformers, RESTful webservices, c++
[ ] How will you use the funds?

Currently I use free google colab to train my models and I'm limited to using smaller datasets.
I can create cloud compute instance with the funds and can run my models on larger datasets as well as report more results.

Start contributing to pytorch official repo.
I have started learning Quantum Computing, so I'll be adding content related to Quantum Computing mostly with QisKit.

1 sponsor has funded nachiket273’s work.

@nachiket273's goal is to earn 100ドル per month

This will cover my cloud compute cost to start with.

Featured work

nachiket273/One_Cycle_Policy
Pytorch notebook with One Cycle Policy implementation (https://arxiv.org/abs/1803.09820)

Jupyter Notebook 73
nachiket273/Self_Driving_Car
Udacity Self Driving Car ND projects - including lane detection, Traffic sign classifier, behaviour cloning

Jupyter Notebook 62
nachiket273/lookahead_pytorch
Pytorch implementation of lookahead optimizer(https://arxiv.org/pdf/1907.08610.pdf) and RAdam(https://arxiv.org/pdf/1908.03265.pdf)

Jupyter Notebook 15
nachiket273/pytorch_resnet_rs
Pytorch implementation of "Revisiting ResNets: Improved Training and Scaling Strategies"(https://arxiv.org/pdf/2103.07579.pdf)

Python 35
nachiket273/ML_Algo_Implemented
Bare-bone and simple implementations of few Machine Learning Algorithms

Jupyter Notebook 5
nachiket273/VisTrans
Implementations of transformers based models for different vision tasks

Python 1