Rachana Ravi Shankar's starred repositories
build-your-own-rag-chatbot
Workshop to build and deploy your own Chat Agent using Retrieval Augmented Generation with Astra DB
MedLLMsPracticalGuide
A curated list of practical guide resources of Medical LLMs (Medical LLMs Tree, Tables, and Papers)
RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
sentiment-analysis-pytorch
Sentiment analysis in Pytorch on an IMDb dataset.
Recurrent-Neural-Networks-from-scratch-using-PyTorch
LSTM, RNN and GRU implementations using Pytorch
gans-awesome-applications
Curated list of awesome GAN applications and demo
Wave-U-Net-Pytorch
Improved Wave-U-Net implemented in Pytorch
Wave-U-Net-for-Speech-Enhancement
Implement Wave-U-Net by PyTorch, and migrate it to the speech enhancement.
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
pytorch-lstm-by-hand
A small and simple tutorial on how to craft a LSTM nn.Module by hand on PyTorch.
pytorch_cnn_lstm_example
An example using convolutions with LSTMs
crnn.pytorch
Convolutional recurrent network in pytorch
0809zheng.github.io
郑之杰的个人网站
Fundamentals-of-Digital-Image-and-Video-Processing-course
This repository contains python notebooks taken from Coursera course "Fundamentals of Digital Image and Video Processing", taught at Northwestern University
tensorflow_object_counting_api
🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!
Angle-Distance
Finding distance of a objects from a reference object or origin and their angle with respect to x-axis
face_recognition
The world's simplest facial recognition api for Python and the command line
BigGAN-Tensorflow
Simple Tensorflow implementation of "Large Scale GAN Training for High Fidelity Natural Image Synthesis" (BigGAN)
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
Blowfish-algorithm-python
Implementation of blowfish algorithm in python.
Generating_Music
Trained on Bach, used LSTMs to generate new music. (Detailed writeup: "Final Writeup - Generating Music using an LSTM Network.pdf")
Music-Generation
Using deep learning models to generate jazz music!