convolutional-neural-networks

Deep-Learning Model Exploration and Development for NLP

This repository contains all the work that I regularly did and studied from Medium blogs, several research papers, and other Repos (related/unrelated to the research papers).

learning materials for PyTorch beginners

Unofficial JAX implementations of deep learning research papers

Mongolian speech recognition with PyTorch

A fully convolution-network for speech-to-text, built on pytorch.

Convolutional Neural Network based on Hierarchical Category Structure for Multi-label Short Text Categorization

Comprehensive LaTeX-based deep learning guide with custom TikZ illustrations

Programming assignments and lecture notes of the Deep Learning Specialization taught by Andrew Ng and offered by deeplearning.ai on Coursera.

Speech Recognition model based off of FAIR research paper built using Pytorch.

CP and Tucker decomposition for Convolutional Neural Networks

Neural networks library for machine learning on PHP

Image classification using pytorch

Artificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)

Explore the complete Deep Learning MasterClass in TensorFlow and PyTorch, covering neural networks, GANs, Transformers, VAEs, and more. Your go-to resource for mastering cutting-edge techniques.

Code snippets and solutions for the Introduction to Deep Learning and Neural Networks Course hosted in educative.io

An implementation of Conformer: Convolution-augmented Transformer for Speech Recognition, a Transformer Variant in TensorFlow/Keras

Companion repository for the blog article: https://www.endpointdev.com/blog/2019/01/speech-recognition-with-tensorflow/

ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection

Breast cancer classification from Mammogram images using Deep CNN with Keras and TensorFlow.