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dotrado's Projects

stanford_dl_ex icon stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

starspace icon starspace

Learning embeddings for classification, retrieval and ranking.

tacotron-2 icon tacotron-2

DeepMind's Tacotron-2 Tensorflow implementation

tdengine icon tdengine

An open-source big data platform designed and optimized for the Internet of Things (IoT).

teamtalk icon teamtalk

TeamTalk is a solution for enterprise IM

tensorflow-time-series-forecasting icon tensorflow-time-series-forecasting

Bitcoin price prediction using N-BEATS (Neural Basis Expansion Analysis for Interpretable Time Series Forecasting) algorithm. The algorithm consisted of 120 dense layers with each layer of 512 neurons. The model used residual connection for overcoming problems of vanishing gradient and overfit. Designed a series of 10 deep learning experiments for improving results and forecasting horizons. Also made the use of ensemble learning method by combining 5 deep learning models. Introduced outliers on purpose to evaluate the effects of on training and overall model testing.

tensorflow_fasttext icon tensorflow_fasttext

Simple embedding based text classifier inspired by fastText, implemented in tensorflow

textrank icon textrank

TextRank算法提取关键词的Java实现

textrank-1 icon textrank-1

基于PageRank的TextRank方法, 可以应用于中文关键词、短语、摘要提取程序,代码使用Scala编写。

tf-adaptive-softmax-lstm-lm icon tf-adaptive-softmax-lstm-lm

The experiment result of LSTM language models on PTB (Penn Treebank) and GBW (Google Billion Word) using AdaptiveSoftmax on TensorFlow.

tflearn icon tflearn

Deep learning library featuring a higher-level API for TensorFlow.

tft-torch icon tft-torch

A Python library that implements ״Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting״

tianshou icon tianshou

An elegant, flexible, and superfast PyTorch deep Reinforcement Learning platform.

tidb icon tidb

TiDB is a distributed HTAP database compatible with the MySQL protocol

tpot icon tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

transformer_time_series icon transformer_time_series

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

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