recurrent-neural-networks

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

[CVPR'24 Spotlight] The official implementation of "State Space Models for Event Cameras"

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.

Neural networks library for machine learning on PHP

Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)

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

Natural Language Processing Nanodegree from Udacity Platform, in which I implement Hidden Markov Model for POS Tagger, Bidirectional LSTM for English-French Machine Translation, and End-to-End LSTM-based Speech Recognition

Recurrence Meets Transformers for Universal Multimodal Retrieval

Engineered an advanced deep learning model to automate the classification of financial documents, including Balance Sheets, Cash Flow and Income Statements using Bidirectional LSTM and TensorFlow. The model achieved an impressive accuracy of 96.2%, enhancing efficiency and reducing errors in document management for the finance and banking sectors.