Sonal Agrawal's repositories
DeepLearning-nanodegree-exercises
Solution/code for projects and exercises for the Udacity's Deep Learning Nanodegree program 2021
ClassificationUsingTensorFlowExp
Learning from Jay Alammar
Coursera-IntroductionToMachineLearning
This course will provide a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.)
dermatologist-ai-master
In this Udacity's mini project, task is to design algorithm that can visually diagnose melanoma, the deadliest form of skin cancer. In particular, algorithm will distinguish this malignant skin tumor from two types of benign lesions nevi and seborrheic keratoses
Machine-learning-with-AWS
Quick read from AWS on how to kick start with Machine Learning
Natural-Language-Processing-With-BERT
Movies reviews Semantic analysis using BERT - Udemy course
NLP-With-Attention-Models
This Specialization from coursera is designed and taught encoder-decoder attention model, Transformer model, T5 & BERT models and Reformer model.
Project-Face-Generation-with-DCGAN
Create generator network to generate new images of faces that look as realistic as possible.
project-tv-script-generation
Udacity project on generating TV script
sagemaker-deployment
Code and associated files for the deploying ML models within AWS SageMaker
asl-ml-immersion
This repos contains notebooks for the Advanced Solutions Lab: ML Immersion
cleanlab
The standard package for machine learning with noisy labels and finding mislabeled data in Python.
create-your-own-adventure
This is example repo illustrates the concept of a "Pull Request", created as part of the course How to Use Git and GitHub
datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
GANSketching
Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.
Machine-Learning-with-Python
Python code for common Machine Learning Algorithms
ml-with-audio
HF's ML for Audio study group
NeMo
NeMo: a toolkit for conversational AI
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
speechRecognition
Still working
Stock-Price-Prediction-Project
Stock Price Prediction using LSTM
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
tutorials
Tutorials for creating and using ONNX models
voice_datasets
🔊 A comprehensive list of open-source datasets for voice and sound computing (95+ datasets).
WizardLM
Family of instruction-following LLMs powered by Evol-Instruct: WizardLM, WizardCoder