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advancedeeplearning-cmpe-297

This repository contains some assignments and solutions as a part of course -CMPE 297 Sec-49, Special Topics - Emerging Technologies in ML, Fall 2020

advent-of-code-2022

My solutions to AoC 2022

allennlp

An open-source NLP research library, built on PyTorch.

allennlp_tutorial

Tutorial on how to use AllenNLP for sequence modeling (including hierarchical LSTMs and CRF decoding)

bert

TensorFlow code and pre-trained models for BERT

biling-survey

scripts and data for ACL 16 paper

bilstm-aux

Bidirectional Long-Short Term Memory tagger (bi-LSTM) (in DyNet) -- hierarchical (with word and character embeddings)

bist-parser

Graph-based and Transition-based dependency parsers based on BiLSTMs

carbon-tutorial

An app for the Carbon Design System tutorial

coding-practice

A place to store solutions to coding problems.

conllugraph

Repository to manipulate CoNLL-U Files.

contextual-repr-analysis

A toolkit for evaluating the linguistic knowledge and transferability of contextual representations. Code for "Linguistic Knowledge and Transferability of Contextual Representations", to appear at NAACL 2019.

conways-game-of-life

Implementation of Conway's Game of Life, adapted from the Python version by Al Sweigart (https://www.youtube.com/watch?v=Vn8Mug5w7sw&t=523s&ab_channel=AlSweigart)

cs224n-winter17-notes

Course notes for CS224N Winter17

cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

datamining_stockpredictionusingtwitterarticles

deeplearningexamples_finbert

Forked from Nvidia/DeepLearningExamples

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

dl4nlp

Deep Learning for NLP resources

dynet

DyNet: The Dynamic Neural Network Toolkit

dynet_tutorial_examples

Tutorial on "Practical Neural Networks for NLP: From Theory to Code" at EMNLP 2016

enhanced-ud-parsing

Repository for the ADAPT submission to the 2020 IWPT Shared Task on Enhanced Universal Dependency Parsing

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flair-experiments

Experiments with Zalando's flair library

food-recipe

Very basic HTML/PHP modules which store values into a database.

g2g-transformer

Pytorch implementation of “Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement”

hmm-tagger-viterbi

Implementation of the Viterbi Algorithm as described in Michael Collins' Coursera NLP course.

hyperwordshh

Extends the hyperwords repo (https://bitbucket.org/omerlevy/hyperwords) with support for ngraph representations similar to what fastText uses.

intro_dgm

An Introduction to Deep Generative Modeling: Examples

irish-bert

Repository to store helper scripts for creating an Irish BERT model.