Manas-Embold's repositories

AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2021

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aroma-paper-artifacts

Paper Artifacts for "Aroma: Code Recommendation via Structural Code Search"

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BASTS

This is the code repository for our ICPC 2021 paper "Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting"

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code-maat

A command line tool to mine and analyze data from version-control systems

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CodeBERT

CodeBERT

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CodeTrans

Pretrained Language Models for Source code

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commit-autosuggestions

A tool that AI automatically recommends commit messages.

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DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

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fastT5

⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.

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FUNDED_NISL

FUNDED is a novel learning framework for building vulnerability detection models.

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ghs

GitHub Search Engine: Web Application used to retrieve, store and present projects from GitHub, as well as any statistics related to them.

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gpt-neo

An implementation of model parallel GPT2& GPT3-like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.

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gpt-neox

An implementation of model parallel GPT-3-like models on GPUs, based on the DeepSpeed library. Designed to be able to train models in the hundreds of billions of parameters or larger.

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GraphRepo

Github repo to Neo4j (and back)

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horusec

Horusec is an open source tool that improves identification of vulnerabilities in your project with just one command.

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hybrid-linker

A hybrid method for recovering links between issue reports and their respective commits

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Megatron-LM

Ongoing research training transformer language models at scale, including: BERT & GPT-2

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mesh-transformer-jax

Model parallel transformers in JAX and Haiku

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OCTIS

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

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outrun

Execute a local command using the processing power of another Linux machine.

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porting

Helper scripts and notes that were used while porting various nlp models

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Project_CodeNet

This repository is to support contributions for tools for the Project CodeNet dataset hosted in DAX

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PyART

DataSet and source code for PyART

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tourniquet

A Python library for easy and fast program transformation/repair

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vulnerablecode

A free and open vulnerabilities database and the packages they impact. And the tools to aggregate and correlate these vulnerabilities. Sponsored by NLnet https://nlnet.nl/project/vulnerabilitydatabase/ for https://www.aboutcode.org/ Chat at https://gitter.im/aboutcode-org/vulnerablecode

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