Soutrik Chowdhury's repositories
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
awesome-system-design-resources
Learn System Design concepts and prepare for interviews using free resources.
build-nanogpt
Video+code lecture on building nanoGPT from scratch
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
FastAPI-boilerplate
An extendable async API using FastAPI, Pydantic V2, SQLAlchemy 2.0, PostgreSQL and Redis.
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI đź”— https://microsoft.github.io/generative-ai-for-beginners/
How-to-Sync-Hugging-Face-Spaces-with-a-GitHub-Repository
How to Sync Hugging Face Spaces with a GitHub Repository
Large-Language-Model-Notebooks-Course
Practical course about Large Language Models.
LLM-Finetuning
LLM Finetuning with peft
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
open_clip
An open source implementation of CLIP.
SQLModel-boilerplate
An extendable async API using FastAPI, SQLModel, PostgreSQL and Redis.
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
transformers_without_tears
Transformers without Tears: Improving the Normalization of Self-Attention
VAE-Pytorch
This repository implements a simpleVAE for training on CPU on the MNIST dataset and provides ability to visualize the latent space, entire manifold as well as visualize how numbers interpolate between each other.