Asankhaya Sharma

A flexible, adaptive classification system for dynamic text classification

Enhancing LLMs with LoRA

Pivotal Token Search

Path based Dynamic Analysis

GramTest: A tool for Grammar based Test case generation

Dynamic Shell Command MCP Server

Program Analysis for LLVM

Internal Coherence Maximization (ICM): A Label-Free, Unsupervised Training Framework for LLMs

Long context evaluation for large language models

Spin with Refinement

WOX is an XML serializer for Java and C# objects

A repository for testing artifacts

data-to-paper: AI-driven scientific research

The code and data for "MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark" [NeurIPS 2024]

Automated Development Workflows with LLMs

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

Damn Vulnerable Restaurant is an intentionally vulnerable Web API game for learning and training purposes dedicated to developers, ethical hackers and security engineers.

FastStream is a powerful and easy-to-use Python framework for building asynchronous services interacting with event streams such as Apache Kafka, RabbitMQ, NATS and Redis.

Autogrep automates Semgrep rule generation and filtering by using LLMs to analyze vulnerability patches, enabling automatic creation of high-quality security rules without manual curation.

Implementation of common pathfinding algorithms

Lightning ⚡️ fast forecasting with statistical and econometric models.

Open sourced predictions, execution logs, trajectories, and results from model inference + evaluation runs on the SWE-bench task.

A Python implementation of global optimization with gaussian processes.

DevSkim is a set of IDE plugins that provide security "linting" capabilities.

A Rails application containing multiple vulnerabilities used for demonstration purposes

Network Analysis in Python

A simple, yet elegant, HTTP library.

RouterArena: An open framework for evaluating LLM routers with standardized datasets, metrics, an automated framework, and a live leaderboard.

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

Open-source Clerk/Auth0 alternative

Patchwork configurations for various patchflows

Open source platform for the machine learning lifecycle

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Course project for "Analysing Software using Deep Learning"

Hyperic open source

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A HTML5 game

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An HTTP+SPDY client for Android and Java applications.

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A Broken Application - Very Vulnerable!

Run LLMs with MLX

Benchmarking script for inference using Apple's `mlx-lm`

A markdown parser with high extensibility.

Python wrapper around rapidjson

Measuring Thinking Efficiency in Reasoning Models - Research Repository

MONA - a decision procedure for monadic second-order logic on finite strings and trees

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A collection of HTTP response headers to elevate the security of your web app!

package manager for nitrous.io

Java manipulation of XML made easy

Static analysis tool for javascript code based. Scanjs uses Acorn to convert sources to AST, then walks AST looking for patterns.

An ANTLR4 grammar for ECMAScript 5.1

Engage developers with users to solve errors

Some simple and custom js loader

A Co-Relational Key-Value Data Store

Twitter bot to manage BugHunt challenge

BugHunt Challenge

Security related headers all in one gem

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A repo used to test the SRC:CLR terminal application when configuring to scan Java Maven projects.

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Automated Front End Testing and Validation

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A poc to demonstrate how ransomware can spread to enterprise apps through libraries

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A couple of shell scripts to download and inspect all lambda functions and layers

Replication package for Automated Identification of Libraries from Vulnerability Data: Can We Do Better?

Source code for accepted SANER 2022 Research Paper "HERMES: Using Commit-Issue Linking to Detect Vulnerability-Fixing Commits"

Config files for my GitHub profile.

Example Streamlit app that you can fork to test out share.streamlit.io

Evaluation Framework for Dependency Analysis (EFDA)

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Mirrored from GitLab! Monitoring and automation for Open Source email servers, starting with Postfix. Please do not submit issues or PRs here - join us at: https://gitlab.com/lightmeter

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Test Lean and Ship Healthy: A Handbook on Delivering High Quality Software in the DevOps World

Planning tool for remote and distributed teams

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A self-hosted open source photo management service. This is the repository of the backend.

OppiaMobile learning server

Legal Entities and Asset Registry

The open source software to build cool stuff with locomotion

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Advanced vm/sandbox for Node.js

Java client libraries for SignalFx

A Django content management system focused on flexibility and user experience

A school for camelids

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Run GGML models with Kubernetes.

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A library for generative social simulation

A deliberately insecure Java web application

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Data Encoding and Representation Analysis

Purple A11y is a customisable, automated web accessibility testing tool that allows software development teams to find and fix accessibility problems to improve persons with disabilities (PWDs) access to digital services.

Code samples from the book "The Essential Guide to Streamlit for Beginners"

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Sample app for Gradio

A damn vulnerable application to showcase Ocular's capability

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The official OCaml website.

Code samples from the article "The Essential Guide to LangChain for Beginners"

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A collection of permissively licensed Semgrep rules.

Example project to demonstrate srcclr scans

OWASP Juice Shop: Probably the most modern and sophisticated insecure web application

Planning tool for remote and distributed teams

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WebGoat 8.0

Example python project to demonstrate srcclr scans

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Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends

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Extensible memoizing collections and decorators

A chess library for Python, with move generation and validation, PGN parsing and writing, Polyglot opening book reading, Gaviota tablebase probing, Syzygy tablebase probing, and UCI/XBoard engine communication