Avinash Sooriyarachchi (AviSoori1x)

AviSoori1x

Geek Repo

Company:Databricks

Location:San Francisco

Home Page:http://avisoori1x.github.io/

Twitter:@aviTwit3

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Avinash Sooriyarachchi's repositories

makeMoE

From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)

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Explainable-ML-Application

Interactive Explainable Machine Learning with SAS Viya, Streamlit and Docker

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dbtunnel

Proxy solution to run elegant Web UIs or interact with LLMs natively inside databricks notebooks.

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EasyNMT

Easy to use, state-of-the-art Neural Machine Translation for 100+ languages

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Forametrics

Some early code from Fora: Conversational Analytics Platform

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AnimateDiff

Official implementation of AnimateDiff.

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AviSoori1x.github.io

Exploring Intelligent Machines

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Building_NLP_API_with_FastAPI

Building an asynchronous NLP API using FastAPI on low level SAS Viya APIs and containerize for deployment

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Convolutions_1D

1D convolutions for series data

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databricksrecipeai

React frontend test for recipe app

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Sentiment_Analysis

Basic sentiment analysis using rule based (Vader) and machine learning based (Naive Bayes, LSTM) methods

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db_docs

Experimental docs for spark, delta and mlflow

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flutter_training

main.dart files of numerous basic flutter examples

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mlflow101

A no-nonsense demo of MLflow on Databricks

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onnx-donut

Export Donut model to onnx and run it with onnxruntime

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postgresml

PostgresML is an end-to-end machine learning system. It enables you to train models and make online predictions using only SQL, without your data ever leaving your favorite database.

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randomfun

Notebooks and various random fun

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regex-generator

Generate regular expressions from sample texts.

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speech_to_text

Example converting speech to text

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sqleyes

A CLI in Python that analyzes raw SQL queries for common anti-patterns

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sqlvis

Python package to visualise SQL queries as graphs

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Table-Pretraining

ICLR 2022 Paper, SOTA Table Pre-training Model, TAPEX: Table Pre-training via Learning a Neural SQL Executor

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test-repo

A repo to test remote sync

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text2sql-data

A collection of datasets that pair questions with SQL queries.

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udacity-course

Build native mobile apps with Flutter

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