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ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2021

aroma-paper-artifacts

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

awesome-google-colab

Google Colaboratory Notebooks and Repositories (by @firmai)

basts

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

bigcode-tools

Set of tools to help working with "Big Code"

bigdatacourse

Materials for the Advanced Data Analysis Techniques with Apache Spark mini-course

code-maat

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

code_clone_detection

Code Clone Detection: MLN Project

codebert

CodeBERT

codetrans

Pretrained Language Models for Source code

commit-autosuggestions

A tool that AI automatically recommends commit messages.

copilot-clone

dbda

deepcode_check_cpp

deepcommenter

deepspeed

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

fastt5

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

funded_nisl

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

ghs

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

github-downloader

Script for downloading GitHub.

gpt-2-tensorflow2.0

OpenAI GPT2 pre-training and sequence prediction implementation in Tensorflow 2.0

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.

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.

graphrepo

Github repo to Neo4j (and back)

horusec

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

hybrid-linker

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

live_log_analyzer_spark

Spark Application for analysis of Apache Access logs and detect anamolies! Along with Medium Article.

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

megatron-lm

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

mesh-transformer-jax

Model parallel transformers in JAX and Haiku