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Hi there, This is sayantan šŸ‘‹

  • šŸ”­ Iā€™m currently working on the domain of machine learning
  • šŸŒ± Iā€™m currently learning Django and natural language processing
  • šŸ’¬ Ask me about machine learning and python. I may not have a answer but we will find out together.
  • šŸ“« How to reach me: linkedIn - LinkedIn
  • šŸ“« I'm also very motivated about theoretical physics and cosmology. We can have good conversation with me about this topics.

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sayantan sadhu's Projects

all-space-mission- icon all-space-mission-

This is the data visualization of the Kaggle data set 'All space missions since 1957'. There is no prediction and this is just the visualization

blog-codes icon blog-codes

The Repository contains the code for all the blogs that I have written in different platforms.

code-generator icon code-generator

Web Application to generate your training scripts with PyTorch Ignite

dask icon dask

Parallel computing with task scheduling

diffusers icon diffusers

šŸ¤— Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

digit_classifier icon digit_classifier

A simple approach to make prediction on the MNIST dataset. I will be adding different computer vision algorithms to get a overview of how good they are.

economic-analysis-of-indian-states icon economic-analysis-of-indian-states

This is a project where I will scrape and collect data about the economies of different states of India, make analysis on them and finally try and deploy the insights and visualizations.

free-tshirts icon free-tshirts

:tshirt: Improve this repository and get yourself some free t-shirts.

gnn icon gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

ignite icon ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

ivy icon ivy

The Unified Machine Learning Framework

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

ml-in-python icon ml-in-python

From scratch implementation of some machine learning algorithms.

mlj.jl icon mlj.jl

A Julia machine learning framework

my-jobathon-solution icon my-jobathon-solution

This is my solution of the Analytics Vidhya Hackathon - Jobathon. I got a public Leader board rank of 29 and a private Leader Board rank of 306. I have used a weighted average of two Lightgbm model and finally got a roc auc score of around .8735 in the public leader board. I tried doing feature engineering but the model gave better performance when I did minimal changes to the data. This is probably because the overfits in the training dataset extremely.

open-llms icon open-llms

šŸ¤– A list of open LLMs available for commercial use.

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