DeepLearning-LabCode lab for deep learning. Including rnn,seq2seq,word2vec,cross entropy,bidirectional rnn,convolution operation,pooling operation,InceptionV3,transfer learning.
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rnn-theanoRNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano
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Tensorflow TutorialTensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
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Cs224nCS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017
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Nlp learning结合python一起学习自然语言处理 (nlp): 语言模型、HMM、PCFG、Word2vec、完形填空式阅读理解任务、朴素贝叶斯分类器、TFIDF、PCA、SVD
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lda2vecMixing Dirichlet Topic Models and Word Embeddings to Make lda2vec from this paper https://arxiv.org/abs/1605.02019
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Char rnn lm zhlanguage model in Chinese,基于Pytorch官方文档实现
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Nlp chinese corpus大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
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altairAssessing Source Code Semantic Similarity with Unsupervised Learning
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Boilerplate Dynet Rnn LmBoilerplate code for quickly getting set up to run language modeling experiments
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Chameleon recsysSource code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
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Skip Thoughts.torchPorting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7
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captioning chainerA fast implementation of Neural Image Caption by Chainer
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Char Rnn ChineseMulti-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch. Based on code of https://github.com/karpathy/char-rnn. Support Chinese and other things.
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Lightnlp基于Pytorch和torchtext的自然语言处理深度学习框架。
Stars: ✭ 739 (+3113.04%)
ChainerrlChainerRL is a deep reinforcement learning library built on top of Chainer.
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Vaaku2VecLanguage Modeling and Text Classification in Malayalam Language using ULMFiT
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Word2VecJavaWord2Vec In Java (2013 google word2vec opensource)
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chainer-LSGANLeast Squares Generative Adversarial Network implemented in Chainer
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LM-CNLCChinese Natural Language Correction via Language Model
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NLP PEMDCNLP Predtrained Embeddings, Models and Datasets Collections(NLP_PEMDC). The collection will keep updating.
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open clipAn open source implementation of CLIP.
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gdcCode for the ICLR 2021 paper "A Distributional Approach to Controlled Text Generation"
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word2vecUse word2vec to improve search result
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navecCompact high quality word embeddings for Russian language
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VariationalNeuralAnnealingA variational implementation of classical and quantum annealing using recurrent neural networks for the purpose of solving optimization problems.
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modulesThe official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We develop a method for analyzing emerging functional modularity in neural networks based on differentiable weight masks and use it to point out important issues in current-day neural networks.
Stars: ✭ 25 (+8.7%)
wmd4jwmd4j is a Java library for calculating Word Mover's Distance (WMD)
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doc2vec-golangdoc2vec , word2vec, implemented by golang. word embedding representation
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test word2vec uyghurBu Uyghur yéziqini Pythonning gensim ambiridiki word2vec algorizimida sinap baqqan misal.
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pytorch-rlPytorch Implementation of RL algorithms
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novel writerTrain LSTM to writer novel (HongLouMeng here) in Pytorch.
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mongolian-nlpUseful resources for Mongolian NLP
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word2vecRust interface to word2vec.
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cnn-rnn-classifierA practical example on how to combine both a CNN and a RNN to classify images.
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cscgCode Generation as a Dual Task of Code Summarization.
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Solar-Rad-ForecastingIn these notebooks the entire research and implementation process carried out for the construction of various machine learning models based on neural networks that are capable of predicting levels of solar radiation is captured given a set of historical data taken by meteorological stations.
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chainer-Fast-WaveNetA Chainer implementation of Fast WaveNet(mel-spectrogram vocoder).
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SpeakerDiarization RNN CNN LSTMSpeaker Diarization is the problem of separating speakers in an audio. There could be any number of speakers and final result should state when speaker starts and ends. In this project, we analyze given audio file with 2 channels and 2 speakers (on separate channels).
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Black-Box-TuningICML'2022: Black-Box Tuning for Language-Model-as-a-Service
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CoLAKECOLING'2020: CoLAKE: Contextualized Language and Knowledge Embedding
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DQN-AtariDeep Q-Learning (DQN) implementation for Atari pong.
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gpt-j-apiAPI for the GPT-J language model 🦜. Including a FastAPI backend and a streamlit frontend
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superresolution ganChainer implementation of Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
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sp2cpImageboard bot with recurrent neural network (RNN, GRU)
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reveryA personal semantic search engine capable of surfacing relevant bookmarks, journal entries, notes, blogs, contacts, and more, built on an efficient document embedding algorithm and Monocle's personal search index.
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distributedRLA framework for easy prototyping of distributed reinforcement learning algorithms
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