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image-captioning-using-fc7-lstm-net-with-soft-attention-mechanism

• Caption Generation system based on LSTM and image features extracted using pretrained FC7 Net

intro-to-ml-with-kubeflow-examples

[WIP] Examples for the Intro to ML with Kubeflow book

keras-gan

Keras implementations of Generative Adversarial Networks.

keras-word-char-embd

Concatenate word and character embeddings in Keras

language_modelling

This contains language modelling using unigram,bigram and trigram language modelling along with various smoothing techniques like Laplace smoothing, Good Turning and Interpolation. All of the techniques are applied on the brown dataset.

lectures

Oxford Deep NLP 2017 course

lstm-sentiment-analysis

Sentiment Analysis with LSTMs in Tensorflow

machine_learning

Machine Learning;Deep learning

machinelearningwithtweets

An analysis of tweets with K-Means, Latent Dirichlet Allocation, and MultiDimensional Scaling

mdp-dp-rl

Markov Decision Processes, Dynamic Programming and Reinforcement Learning

me_bot

Build a bot that speaks like you!

my_tech_resources

List of tech resources future me and other Javascript/Ruby/Python/Elixir/Elm developers might find useful

n-gram-lm

n-gramlanguagemodel

Implemented a ngram language model with laplace, witten-bell and kneser-ney smoothing

named-entity-recognition

A collection of named entity recognition (NER)

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

ner-bert

BERT-NER (nert-bert) with google bert https://github.com/google-research.

next_word_prediction

Using transformers to predict next word and predict <mask> word

ngram

A software which creates n-Gram (1-5) Maximum Likelihood Probabilistic Language Model with Laplace Add-1 smoothing and stores it in hash-able dictionary form

ngram-language-model

Python implementation of an N-gram language model with Laplace smoothing and sentence generation.

nlp-assginments

The repository contains all assignments of CS6120 NLP courses, including Character-Level N-gram Language Model, HMM-POS tag.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_paper_summaries

✍️ A carefully curated list of NLP paper summaries

optimal-query-recommendation-model

2020 NTU WebIR Final - Optimal Query Recommendation Model

practical-time-series-analysis

Practical Time-Series Analysis, published by Packt

prod

next word prediction

python-is-cool

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

pytorch-openai-transformer-lm

A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

qac

Question auto-completion using a typed LSTM language model

qac_demo

Query Auto-Completion using generative language models RNN(bi-LSTM) and GPT-2