Pinned Repositories
13F-Rebalancing-Portfolio
Using SEC 13F Filings to Rebalance Portfolio
Blockchain-Managed-Social-Distancing-Detector
Tracking crowd social distancing with computer vision managed through a securely-stored blockchain system.
COVID-XAI
Implementation of explainability algorithms (layer-wise relevance propagation, local interpretable model-agnostic explanations, gradient-weighted class activation mapping) on computer vision architectures to identify and explain regions of COVID 19 pneumonia in chest X-ray and CT scans.
DeepMAB
MAB and linear/non-linear Contextual MAB algorithms
Economy-Visualization
GAN-Based-Market-Simulation
Using GANs to generate synthetic stock price and market data.
Macroeconomic-Default-Analysis
Reassessment of P2P Credit Risk Modeling with Macroeconomic Factors
Modifying-Shiller-CAPE-Ratio
Modifying the Shiller CAPE Ratio to adjust for changing economic conditions.
snapboost
Heterogeneous Newton Boosting Machine using decision trees and kernel ridges as learners.
Thesis
Samson's MIT Master's Degree Thesis: "Multi-Agent Deep Reinforcement Learning and GAN-Based Market Simulation for Derivatives Pricing and Dynamic Hedging".
samsonq's Repositories
samsonq/Thesis
Samson's MIT Master's Degree Thesis: "Multi-Agent Deep Reinforcement Learning and GAN-Based Market Simulation for Derivatives Pricing and Dynamic Hedging".
samsonq/Macroeconomic-Default-Analysis
Reassessment of P2P Credit Risk Modeling with Macroeconomic Factors
samsonq/DeepMAB
MAB and linear/non-linear Contextual MAB algorithms
samsonq/GAN-Based-Market-Simulation
Using GANs to generate synthetic stock price and market data.
samsonq/Modeling-Stock-Returns
Learning Stock-Generic Behavior with Generative AI
samsonq/stable-diffusion-webui
Stable Diffusion web UI
samsonq/adialab-notebooks
samsonq/arby
Arbitrage opportunity finder for quants
samsonq/audiocraft
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.
samsonq/avatarify-python
Avatars for Zoom, Skype and other video-conferencing apps.
samsonq/awesome-rl-envs
samsonq/contrastive-xai
Contrastive XAI methods
samsonq/DragGAN
Code for DragGAN (SIGGRAPH 2023)
samsonq/dsc140a-2024-wi
Public course materials for DSC 140A in Winter 2024.
samsonq/Fractal
samsonq/FreedomGPT
This codebase is for a React and Electron-based app that executes the FreedomGPT LLM locally (offline and private) on Mac and Windows using a chat-based interface (based on Alpaca Lora)
samsonq/gpt-engineer
Specify what you want it to build, the AI asks for clarification, and then builds it.
samsonq/grok-1
Grok open release
samsonq/imputing
Tools to identify type of missingness and appropriate imputation methods.
samsonq/llama
Inference code for LLaMA models
samsonq/panopto-dl
Toolkit to download video recordings from Panopto.
samsonq/Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
samsonq/reinforcement_learning
Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.
samsonq/Research
Open sourced research notebooks by the QuantConnect team.
samsonq/RTG
Optiver Ready Trader Go Competition
samsonq/samsonq
samsonq/SillyTavern
LLM Frontend for Power Users.
samsonq/stablesamson
My stable diff models (not degenerate)
samsonq/SuperAGI
<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
samsonq/toy-django