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Interesting links & research papers related to Machine Learning applied to source code

Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA

SIGSEGV handler which prints the debug stack trace for C/C++ projects on Linux. It is configurable and rather robust.

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Weighted MinHash implementation on CUDA (multi-gpu).

Jupyter support for Google Cloud Storage

Two-way deep RNN for sentiment classification.

Fast Longest Common Substring in Go

libudt4 Python wrapper written with Cython

Python script to fetch GitHub repos metadata.

API Blueprint Python parser

Fun with malloc() and free(): PoC implementation, tracing, training deep neural networks

Recurrent neural network to split code snippets from text.

Materials on web programming course read in MIPT in 2015-2016

Google Groups raw email crawler and parser

Fast Fourier Transform Frontend

My presentations and other public stuff

codec2 speech codec with some performance optimizations

Stripped Jasper (JPEG2000 library) with fixed 64-bit portability issues and various security patches applied, compiled with cmake

Samsung Extended Autotools Project Template

TensorFlow.js codelab - gesture recognition

Veles (https://github.com/Samsung/veles) landing page

Template reverser for Go

Log Web History to Firebase

Django REST framework tests generator based on APIBlueprint (https://apiblueprint.org/)

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

"Свежий Взгляд" (http://kirsanov.com/fresheye/) ancient mid-90s C program revival

Abstract Syntax Tree Difference

A Collection of Useful C++ Classes for Digital Signal Processing

source{d} neural code completion research - temporary public fork

Utils for streaming large files (S3, HDFS, gzip, bz2...)

An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!

source{d} datasets ("big code") for source code analysis and machine learning on source code

Go build-id extractor

Image labeling tool. No annotations. No bounding boxes. Simple and effective.

Snowball stemmer (http://snowball.tartarus.org/) with only UTF-8 English, French and Russian

Async database support for Python. 🗄

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, various language-specific wrappers.

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Hi-tech and reliable project licenses detector.

Tensorflow+Go Codelab resources

Presentations based on shwr.me engine.

A curated list of awesome Machine Learning frameworks, libraries and software.

A library for transfer learning by reusing parts of TensorFlow models.

Bash script to reset a Git repository to specific date

CUDA cffi bindings and helper classes

Open-source engine for Heroes of Might and Magic III

A simple C++11 Thread Pool implementation

Python cffi OpenCL bindings and helper classes

:house_with_garden: Open source home automation that puts local control and privacy first.

The most widely used Python to C compiler

:zap: A Fast, Extensible Progress Bar for Python and CLI

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.

Home Assistant integration of Sistena Onix Firebase API for smart HVAC

The home of the default HACS repositories.

🎨 Brands for Home Assistant

Home Assistant integration for spanish energy data providers (e.g., datadis)

A high-throughput and memory-efficient inference and serving engine for LLMs

The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”

Unsupervised text tokenizer for Neural Network-based text generation.

Hackable and optimized Transformers building blocks, supporting a composable construction.

Fast and memory-efficient exact attention

gopy generates a CPython extension module from a go package.

mimalloc is a compact general purpose allocator with excellent performance.

API layer to glue them all.

Ariadne is a Python library for implementing GraphQL servers using schema-first approach.

Low-level IO utilities for PosgtreSQL drivers.

The new Python SDK for Sentry.io

Configurable and extensible validator/linter for OpenAPI documents

A Go port of Ruby's dotenv library (Loads environment variables from `.env`.)

An open letter in support of Richard Matthew Stallman being reinstated by the Free Software Foundation

Incremental Metadata Updates

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

Tool to set up new machine learning repositories

A C library for reading and writing sound files containing sampled audio data..

Packaging files for building Chromium on Ubuntu

Prometheus instrumentation library for Python applications

(Asyncio OR Threadsafe) Google Cloud Client Library for Python

ASDF (Advanced Scientific Data Format) is a next generation interchange format for scientific data

Swagger/OpenAPI First framework for Python on top of Flask with automatic endpoint validation & OAuth2 support

ClickHouse dialect for SQLAlchemy

Framework for building algorithms based on FractalAI theory

Integration SQLAlchemy in Django projects for effective query building purposes

OpenAPI Generator allows generation of API client libraries (SDK generation), server stubs, documentation and configuration automatically given an OpenAPI Spec (v2, v3)

source{d} extension to match Git signatures to real people.

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This is a list of Free Software network services and web applications which can be hosted locally. Selfhosting is the process of locally hosting and managing applications instead of renting from SaaS providers.

Calculates Word Mover's Distance Insanely Fast

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Unsupervised text tokenizer focused on computational efficiency

source{d} MLonCode foundation - core algorithms and models.

siva - seekable indexed verifiable archiver

All information about how it's like to work here.

:memo: An awesome Data Science repository to learn and apply for real world problems.

Tool for assorted mainteinance tasks on multiple repositories across multiple organizations.

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Tracking events, CfPs, abstracts, slides, and all other even related things

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Style analyzer experiments

PoC of a SDK for ML based lookout analyzers

Analyses of open source projects with source{d} Engine

Helm Chart & Documentation for deploying JupyterHub on Kubernetes

Disable screensaver and auto suspend

A Python implementation of FastDTW

A curated list of awesome Go frameworks, libraries and software

A low level and highly extensible git client library

Docker Image for SchemaCrawler

jQuery JavaScript Library

Predictable state container for JavaScript apps

Assisted Code Review

Issues belonging to source{d}'s Machine Learning team which cannot be related to a specific repository.

Promise based HTTP client for the browser and node.js

SDK for lookout analyzers

TensorFlow.js study: Dockerfile, sample code

Convert TensorFlow SavedModel and Keras models to TensorFlow.js

auto-deployable static websites

Babelfish documentation (GitBook)

Babelfish Python client

A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.

Nantes Machine Learning Meetup

Google Cloud Client Library for Python

source{d} engine

engine is a library for running scalable data retrieval pipelines that process any number of Git repositories for source code analysis.

gitbase web client

IJavascript is a javascript kernel for the Jupyter notebook

SQL interface to Git repositories, written in Go. https://docs.sourced.tech/gitbase

Examples built with TensorFlow.js

Vecino is a command line application to discover Git repositories which are similar to the one that the user provides.

TensorFlow.js high-level layers API

Node.js module for running a javascript REPL session

Web client for Babelfish server

Gaussian Process Optimization using GPy

Parameterization Framework for parameterized model creation and handling.

String case converter for python.

Bleeding edge tensorflow compiled to work with Python 3.7 and CUDA 9.2

Awesome Public Datasets Core

:sunglasses: Curated list of awesome lists

Naive source code identifier splitter

A machine learning competition on source code data

Cross-Company's Projects Brand Assets

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A curated list of awesome frameworks, libraries and software for the Java programming language.

Diff, match and patch text in Go

Software licensing standardization library for Golang

Scripts to mirror Github in a cloudy fashion

A collection of open source licenses in Markdown format. Contributions are always welcome!

borges collects and stores Git repositories.

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A GitHub application to handle deadline reminders in a GitHub idiomatic way.

Babelfish Go client

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Advanced similarity and duplicate source code detection at scale

landing for source{d}

Babelfish Server

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++

Mirror of CMake upstream repository

Super Fast Regex in Go

scikit-learn: machine learning in Python

Insanely fast file based programming language detector

Jupyter metapackage for installation, docs and chat

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Computation using data flow graphs for scalable machine learning

open source driving agent

Google's Operations Research tools

Website for Learning from "Big Code"

Use the first eigenvector (stationary distribution) of Google searches for "move from X to Y" to say something about future popularity

Models built with TensorFlow

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Fast, vectorized C++ implementation of K-Means using the Eigen matrix template library. Includes Matlab and Python interfaces.

Jonker-Volgenant / LAPJV algorithm for the linear assignment problem, in Python

EsCo - Esoteric Combine with XD

Fix for missing sounds in HL:Source with HD textures/models

Bulk upload emoji into Slack

Fast topic modeling platform

Linux kernel source tree

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tarantool asyncio connector

aiotarantool-queue-python bindings

A Logging Library for Golang.

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Arbitrary object -> unicode mapper

Apache Thrift with Python3.4+ asyncio binary protocol support

26.03.2016 presentation at MIPT

Sequence learning toolkit for Python

Github-Flavored Markdown for Python-Markdown

Resystem service common package.

Resystem Scheduling Service

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Mirror of https://bitbucket.org/pypa/setuptools (used for Travis-CI)

API Blueprint

Helper code for DIHT faculty of MIPT's course on algorithms (2nd year)

django-threadedcomments is a simple yet flexible threaded commenting system for Django.

Atom One dark UI theme

Pro Git 2nd Edition

View and debug the data in your Haystack search indexes, from within the Django admin.

A Haystack extension used to index deep and nested model relationships