Soumitra's Projects
ACL2020 Tutorial: Open-Domain Question Answering
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
This repository contains the code and data of the paper titled "Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation" published in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 16 - November 20, 2020.
Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.
Re-implementation of BiDAF(Bidirectional Attention Flow for Machine Comprehension, Minjoon Seo et al., ICLR 2017) on PyTorch.
Extension for skipping questions for Chegg Experts.
Chrome Extensions Samples
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
Official implementation of the paper “Inversion-Based Creativity Transfer with Diffusion Models”
Script for downloading Coursera.org videos and naming them.
Solutions of the assignments of CS224n [Winter 2023]
Code for Stanford CS224u
cs234 Reinforcement learning Standford
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.
📚A repository that contains all the Data Structures and Algorithms concepts and solutions to various problems in Python3 stored in a structured manner.👨💻🎯
English to Bengali and Bengali to English Machine Translation with Transformer architecture
Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN
A collection of useful .gitignore templates
Image Classification
Empower LLMs with Symbols.
Code for papers Linear Algebra with Transformers (TMLR) and What is my Math Transformer Doing? (AI for Maths Workshop, Neurips 2022)
GitHub repo for the MDN Learning Area.
Cross-platform, customizable ML solutions for live and streaming media.
Minimalist BERT implementation assignment for CS11-711
CS 224N Winter 2023 Default Final Project: Multitask BERT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
The simplest, fastest repository for training/finetuning medium-sized GPTs.
NLTK Source
Source code for "Operating System Concepts" - 9th Ed.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent