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tpnguyen's Projects

deeplearningmovies icon deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

deeplogo icon deeplogo

A brand logo recognition system using deep convolutional neural networks.

deepmatch icon deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.

deepmatcher icon deepmatcher

Python package for performing Entity and Text Matching using Deep Learning.

deepmoji icon deepmoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

deepnet icon deepnet

Implementations of CNNs, RNNs and deep learning techniques in pure Numpy

deeprecsys icon deeprecsys

http://vlsiarch.eecs.harvard.edu/research/recommendation/

deeprl-agents icon deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

detectandtrack icon detectandtrack

The implementation of an algorithm presented in the CVPR18 paper: "Detect-and-Track: Efficient Pose Estimation in Videos"

detext icon detext

DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks

detr icon detr

End-to-End Object Detection with Transformers

dhcplb icon dhcplb

dhcplb is Facebook's implementation of a load balancer for DHCP.

distributedlog icon distributedlog

A high performance replicated log service. (The development is moved to Apache Incubator)

dlrm icon dlrm

An implementation of a deep learning recommendation model (DLRM)

dmlc-core icon dmlc-core

A common bricks library for building scalable and portable distributed machine learning.

dmls-book icon dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

doc2vec icon doc2vec

Tutorial and review of word2vec / doc2vec

domino-tiling icon domino-tiling

This jupyter notebook implements an algorithm to count possible covers of m x n rectangle with 1 x 2 dominoes.

dqn icon dqn

Lua/Torch implementation of DQN (Nature, 2015)

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