github projects
GitHub Repository Portfolio
A comprehensive collection of open-source projects developed across various domains including AI/ML, blockchain, simulation, and web development.
Repository Statistics
Repository Categories
- AI/ML Projects: Natural language processing, machine learning models, and chatbot frameworks
- Blockchain & DeFi: Solana-based ICOs, tokenomics simulations, and decentralized applications
- Simulation & Modeling: Economic simulations, quantum computing, and agent-based models
- Developer Tools: APIs, frameworks, and utility libraries for various applications
Repository Collection
Transformer-based anime subtitle chatbot implementation using Trax. 🤖 Trains on a parallel corpus of anime subtitles to generate contextual responses. 💬 Features customizable hyperparameters including hidden layers, embedding dimensions, attention heads, and dropout. 🎛️
Generates books in Markdown using Google's Gemini or OpenRouter's LLMs 🎉. Handles dynamic table of contents creation from JSON, error management, and file organization within a "books" directory 📚. Includes pause/modify TOC functionality and chapter/subchapter generation based on user prompts ✍️.
Simulates token economies focusing on bonding curves, airdrops, affiliate systems, and resource markets. Features dynamic bonding curve parameter optimization, agent-based modeling, and various airdrop strategies with vesting. 💎 Includes economic analysis tools like Gini coefficient and price volatility. 📈
This tool generates and visualizes function call graphs from source code. 🛠️ It extracts function definitions and calls to build a directed graph, representing dependencies.💎 Configurable filters for external, recursive, and childless functions enhance analysis.✨ Interactive graphs (using a spring layout) facilitate exploration. ↔️
DistilGPT2-based text generation service with request queuing via Redis. 🥳 Includes Flask API for prompt submission and GPU support for accelerated inference. 🚀 Features a health check endpoint and robust error handling. 💪 Prioritizes concurrent request management, ensuring efficient text generation. 🎉
This repository provides a script to generate a single, comprehensive HTML file (llms-full.html) for AI LLMs. 🎉 It aggregates project documentation and code from various file types (.md, .py, .js, etc.) into one place. 📍 The script uses utils.py for safe file reading, supporting UTF-8 and Latin-1 encodings.💯
This repository provides tools for generating llms-full.txt files, a proposed standard to improve documentation accessibility for LLMs. 💡 It aggregates project documentation and code into a single, AI-friendly Markdown file. 📄 Includes utilities for generating a table of contents 🧭, counting lines of code ➕, and counting characters within code🌟
Chatbot framework for simulating anime "waifu" personalities (deres) 🌸. Uses keyword/transformation-based responses, memory, and affection levels 💖. Supports dynamic dere type switching and topic management 💬. Features interactive, auto, and Gemini API modes 🎉. Includes customizable responses and conversation context tracking 🌟.
Solana ICO affiliate system 🤝, independent of the main ICO server. Registers affiliates, generating unique IDs & Solana Blink URLs via FastMCP. Proxies token purchases 🛒, records commissions 💰 (affiliate ID, ICO ID, amount, client IP) to JSON, and returns serialized transactions. Built as a Flask proxy.
Decentralized 🪙 ICO launchpad & in-memory DEX on Solana. Supports multiple ICOs 🚀 with configurable bonding curves (fixed, linear, exponential, sigmoid, custom). Implements sell fees, order management (create/cancel/execute), and basic token utility (discount). Dynamic ICO creation via JSON config, rate limiting, & transaction validation.
Solana-based micropayment server using MCP. 💰 Facilitates direct SOL transfers for resource access control via a Flask API. 🔑 Returns solana-action: URIs for unsigned transactions, validated on-chain. ✅ Includes robust transaction checks, resource pricing, and basic access management. 🧪
Personality analysis server using the FastMCP framework. ✨ It manages persons and traits in SQLite databases, enabling personality updates based on descriptions. 💻 Supports creating persons/traits, and finding candidates matching a job description using Euclidean distance. 📐
FastMCP server for a conversational AI waifu. 🤖 Manages users, dialog history (get/set/reset), and basic chat. 💬 Uses SQLite for persistence and includes comprehensive testing. ✅ Configuration via .env file supports custom AI model URL. 🌐 Modular design for extensions, currently includes a mocked AI response function. 👍
Asynchronous text generation service built around the distilgpt2 model, exposing an MCP-compliant API via FastMCP 🤖. It utilizes a Redis queue and worker setup for managing requests, with GPU support for accelerated inference ⚡. Configuration is handled through environment variables, ensuring flexibility and deployment readiness ⚙️.
CLI tool for back-translation paraphrasing, leveraging Trax models.🔁 Supports English and French, enabling multiple cycles of translation for paraphrase generation. 🔄 Manages input/output files, model loading, and logging of progress via TensorBoard.📊 Includes a dummy translation mode for testing.🧪 Has file handling, and custom logging. 📁
Trax-based GAN for paraphrase generation 🤖. Implements a continuous training loop using Transformer models for generator and discriminator roles 🔁. Includes robust data preparation, error handling, and logging 📝. Features initial model training with retries, and iterative refinement of the generator 💡 based on discriminator feedback.
This repository provides implementations for training Transformer models for paraphrase generation. 📝 It supports both character-level and word-level models using the MS COCO Captions dataset. 🖼️ Additionally, it includes multicore processing capabilities for the ParaBank dataset, optimizing training efficiency. 🚀
Deep learning classifier using Trax library to distinguish human-generated sentences from machine-generated (paraphrased) ones. ✍️ Utilizes Transformer architecture with subword or character tokenization. Data preparation via TSV files, training, and confusion matrix evaluation are supported. ➕ Includes a training script using problem.py. ⚙️
Encoder-decoder NMT model for English paraphrase generation, using an architecture with attention. 🚀 It leverages GRUs, and TensorFlow 2.x, trained on Parabank 100k. 💾 Includes modular code, efficient tf.data preprocessing, attention visualization, and TensorBoard integration. 📈 The data processing filters, prepares and then tokenizes sentences.
Explores quantum circuit optimization using classical and quantum ML. Includes data generation (Cirq circuits), and model training (TensorFlow DNNs, DCNs, and Trax Transformer for seq2seq optimization). Focuses on hybrid classical-quantum approaches, combining DNNs with Cirq's optimizers.
Algorithm for balancing relevance and exploration in search. 👍 Dynamically adjusts result weights based on user interaction, promoting less-prominent results without sacrificing query relevance. 💯 Uses a gravitational analogy, conceptualizing search results as planets with masses. 🪐 Includes visualization tools for state. ✨
Explores advanced concepts in quantum computing, tokenomics, and AI 🚀. Includes implementations of bonding curves, agent-based simulations 💸, dynamic pricing, and multimodal data handling 🧮, plus kinematic equations 💫, with an emphasis on formal mathematical models 🧪.
Simulates a token economy with dynamic bonding curves (Linear, Exponential, Sigmoid, Root, Inverse) and an affiliate system. Features automated curve switching, adjustable affiliate commission rates (0-20%) 💰, and whale affiliates 🐳. Includes transaction fees, token burns🔥, and detailed tracking of prices, supply, and earnings 📈.
Simulator for diverse token airdrop strategies, evaluating impact on price and supply. 🚀 Includes dynamic vesting (price-triggered, activity-based, linear) and market simulation with user archetypes (HODLers, speculators). ⚖️ Features gas fees, whale detection, and token burning. 🔬 Analyzes tiered, lottery, and uniform distributions. 🎁
Simulates tokenomics with autonomous agents interacting via various bonding curves (linear, exponential, sigmoid, multi-segment). 💸 Agents trade based on price-trend analysis and configurable strategies. 🧑💻 Includes parameter optimization (random search) to minimize price volatility. 📈
Agent-based economic simulation exploring resource allocation, pricing, and wealth distribution. 💰 Features autonomous agents, resource dynamics, and economic policies like taxes. 💸 Includes parameter experimentation (price elasticity, regen rates, taxes, expenses) and analysis (Gini, bankruptcies). 📊
CLI tool for Solana ICO management and interaction.🎁 Includes functions for initializing ICOs, buying/selling tokens using a linear bonding curve, and managing an escrow. 🎉 Supports resource access control features. 🎊 Provides tokenomics info, balance checks, and SOL transfers. 🎈 Uses PDAs for state management. 💯
Generates parking rectangles along a street segment. 📐 Input: bounding box coordinates. Output: GeoJSON of rectangles. Uses local Cartesian (ENU) projection, rotation, and geographic normalization (WGS 84). 🌍 Includes error analysis, derivation, and validation. ✨ Implements CLI for coordinate input. 💻
CLI tool for personality-based candidate matching. 🧑💼 Analyzes job descriptions and person profiles using trait-based weighted averages and Euclidean distance. 📏 Features dynamic personality updates and database storage for traits (friendliness, dominance) and persons. 💾 Includes CLI for creating/listing traits, persons, and matching company💼
Flask API for a conversational AI "Waifu" character. 🤖 Supports user & dialog management, and server status checks. 📡 Features include creating, reading, updating, deleting users & dialog. 💾 Implements dialog history as JSON or string. 💬 Dialog conversion utilities using regex are included. 🔄
Establishes Python-Godot communication for controlling AI characters. 🚀 Implements a basic chatbot framework and provides classes for character and VRM model management. 🎉 Includes methods for sending commands, handling events, playing animations, and setting expressions. 🎭 Supports two way communication via sockets or godot-rl. 🔗
Collection of interactive web apps focused on advanced topics. Includes simulations for tokenomics, bonding curves, quantum computing, AI agents, and the Orch-OR theory🎉. Features Solana ecosystem tools, and decentralized science applications✨. Also explores concepts like superintelligence, string theory, and consciousness💖.
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