Akash Sonowal's repositories
interpolating-neural-networks
Interpolating Neural Networks in Asset Pricing Data. Supports Distributed Training in TensorFlow.
traffic-forecasting
PyTorch Implementation of Traffic Forecasting using ST-GAT
ddpm-pytorch
PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPMs)
deep-speech
PyTorch Implementation of Automatic Speech Recognition
ddpo-pytorch
RLHF for Stable Diffusion
text-generation-inference
Large Language Model Text Generation Inference
akashsonowal.github.io
portfolio website artifacts
accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
lightning
Deep learning framework to train, deploy, and ship AI products Lightning fast.
sentence-correctness-classifier-app
To determine if a given sentence is grammatically correct
sentence-tagging-app
To tag a topic for a given sentence
office-room-occupancy-classification
Determining whether a given room is occupied or not, meaning whether there is some person present in the room or not based on various variables.
song-genre-classification
Classifying song genres like hip-hop or rock from audio track datas.
content-based-book-recommendation
Building a book recommendation system of Charles Darwin's Collections based on their content.
new-york-taxi-demand-prediciton
Predicting the number of pickups at a given location of NYC in a 10 mins interval.
aqi-analysis-and-forecasting
Analysing the impact of COVID'19 in the Air Quality Index of major cities in India and also forecast India's Average AQI for 2021.
bike-sharing-demand-analysis
Understanding the factors affecting the demand for shared bikes in the American market and come up with a mindful business plan to be able to accelerate its revenue.
optimal-portfolio-construction
Determining overpriced and underpriced stocks in NSE top 100 companies and constructing a optimal Markowitz portfolio for investing.