This repository contains notebooks on different topics across - linear algebra, image classification, language models etc.
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Updated
May 21, 2020 - Jupyter Notebook
This repository contains notebooks on different topics across - linear algebra, image classification, language models etc.
Collection of tools for building diachronic/historical word vectors
This project provide an API to perform word alignment
Practice how to perform text classification using a machine learning classification model and combinations of word embeddings or sentence embeddingsas a feature vector
About App to compare state-of-the-art models for semantic clustering task
A model-based cleaner using Laser sentence embeddings to exploit embeddings to filter misaligned segment pairs. Product scaled by asynchronously building the Task Queues, dispatching the tasks in a Round Robin method and adding multiple workers on the RabbitMQ server for consumption.
Training methodology for a transformer from scratch for machine translation task.
Конспект лекций с курса машинного обучения университета ИТМО
Dashboard showing map and graphs for the UCF Crimes Database (February to August). Filters over location and titles (similarity search)
BERT, RNN from Scratch, Bigram, Azure AI, Sentiment Analysis, Word Embeddings, GloVe, LSTM.
Visualizing word embeddings generated by GloVe and Word2Vec models using the t-SNE algorithm
A fun project experimenting with champion synergies and item recommendations in Teamfight Tactics. Created just to see how well semantically based builds could work. Expect fun, not perfection!
a bookmarking tool with useful features such as auto tagging and more!
Companion code for "The Rare Eclipse Problem on Tiles: Quantised Embeddings of Disjoint Convex Sets".
Deployment of a chatbot application with users own data using OpenAI API.
This library provides Discord.NET bots, including NDB, with easy embed functionality.
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