Open in app

Sign In

Write

Sign In

Abhijit Gupta
Abhijit Gupta

38 Followers

Home

About

Apr 27

Unlocking the Power of Bijectors in TensorFlow Probability: Transforming Distributions and Beyond!

Dive into the world of bijectors with TensorFlow Probability and unleash their potential to create complex and expressive probability distributions! In this comprehensive guide, we explore the foundations of bijectors, their wide-ranging applications, and how to create custom bijectors for your specific needs. From transforming base distributions to enabling advanced…

Artificial Intelligence

12 min read

Unlocking the Power of Bijectors in TensorFlow Probability: Transforming Distributions and Beyond!
Unlocking the Power of Bijectors in TensorFlow Probability: Transforming Distributions and Beyond!
Artificial Intelligence

12 min read


Apr 9

Demystifying Bayesian Analysis in Julia Turing: A Whimsical Journey Through Advanced Techniques and Practical Examples

Hey there, fellow data enthusiasts! Have you ever found yourself drowning in the sea of probability distributions and wished for a lifebuoy? Well, fear not, for today we’re diving into the marvelous world of Bayesian analysis and sampling techniques using Julia Turing – a lifesaver in the vast ocean of…

Bayesian Statistics

6 min read

Bayesian Statistics

6 min read


Dec 28, 2022

How to Turn Your Failing Computations into Success Stories

The result monad is a type of monad that is used to represent computations that may return a result or an error. It is often used as an alternative to exceptions for handling error conditions in functional programming. For an introduction covering Monad : Monad transformer is all you need …

Programming

4 min read

How to Turn Your Failing Computations into Success Stories
How to Turn Your Failing Computations into Success Stories
Programming

4 min read


Published in

Geek Culture

·Jun 13, 2021

A bird’s-eye view of Google JAX

If I were to summarize what Google Jax is, I would say it’s a heterogeneous mixture of Functional programming (FP) style and differentiable NumPy operations, running on accelerators. The familiarity of NumPy along with FP makes it special. Its side-effect-free way of doing things makes it safe, so to speak…

Functional Programming

4 min read

A bird’s-eye view of Google JAX
A bird’s-eye view of Google JAX
Functional Programming

4 min read


Published in

The Startup

·Sep 9, 2020

Keep Your Types in Check

You are not alone if you often get frustrated by “duck typing” in Python. By duck typing I mean if something walks like a duck and quacks like a duck, then, for sure, it is a duck! The apparent laxity in Python type system or its absence thereof is a…

Programming

4 min read

Keep Your Types in Check
Keep Your Types in Check
Programming

4 min read


Published in

The Startup

·Jul 26, 2020

Monad Transformer Is All You Need

Have your Monads shake hands with each other Let me put it succinctly — monad transformers helps us combine operations of several monads into one single monad. Well, that is it. If it were as simple as said, you would not have a plethora of articles about monads and monads…

Programming

5 min read

Monad Transformer Is All You Need
Monad Transformer Is All You Need
Programming

5 min read


Published in

Dev Genius

·Jul 10, 2020

A holistic perspective into exploring graphs using functional programming

Before we start, let me ask you a question — when you encounter a complex problem, isn’t it tempting to start with basic building blocks and then gradually build up the solution? Well, I won’t blame you, so to speak. For someone who has spent a considerable time learning and…

Programming

4 min read

A holistic perspective into exploring graphs using functional programming
A holistic perspective into exploring graphs using functional programming
Programming

4 min read


Published in

The Startup

·Jun 28, 2020

Laziness to the Rescue

“Laziness isn’t that bad….” In the previous pose(link below), I highlighted how functional programming simplifies the abstract idea of exploring graphs. I demonstrated one of the salient features of Haskell (a FP language) that unburdens us from explicitly managing states while gradually discovering paths between nodes. A holistic perspective into exploring graphs using functional programming Before we start, let me ask you a question — when you encounter a complex problem, isn’t it tempting to start with…medium.com

Haskell

4 min read

Laziness to the Rescue
Laziness to the Rescue
Haskell

4 min read


Published in

Intel Student Ambassadors

·Mar 30, 2020

Using AI for managing renewable energy generation and management

Harnessing power of AI to build a robust solar irradiation forecasting pipeline for efficient management and integration of solar energy in power grids. The demand for clean energy is rapidly increasing. The current pace of technological development makes it commercially viable to harness energy from sun, wind, geothermal and many…

Deep Learning

4 min read

Using AI for managing renewable energy generation and management
Using AI for managing renewable energy generation and management
Deep Learning

4 min read


Published in

Intel Student Ambassadors

·Feb 1, 2019

Prediction of epidemic disease dynamics using machine learning

Reliable predictions of infectious disease dynamics can be valuable to public health organizations that plan interventions to decrease or prevent disease transmission. With the big data growth in healthcare and biomedical sector, accurate analysis of such data could help in early disease detection and better patient care. With the availability…

Machine Learning

9 min read

Prediction of epidemic disease dynamics using machine learning
Prediction of epidemic disease dynamics using machine learning
Machine Learning

9 min read

Abhijit Gupta

Abhijit Gupta

38 Followers

PhD, Machine Learning; Lead Data Scientist. I work on AI & Algorithms research and development.Link: https://www.linkedin.com/in/abhijit-gupta-phd-639568166

Following
  • Peter Norvig

    Peter Norvig

  • Julien Despois

    Julien Despois

  • Irhum Shafkat

    Irhum Shafkat

  • TensorFlow

    TensorFlow

  • Aditya Gupta

    Aditya Gupta

See all (11)

Help

Status

Writers

Blog

Careers

Privacy

Terms

About

Text to speech

Teams