Isaac T. Nicholaus's repositories
alf
Agent Learning Framework https://alf.readthedocs.io
ant-design-mini
Ant Design for Alipay Mini Program
Building-Data-Science-Applications-with-FastAPI
Building Data Science Applications with FastAPI, Published by Packt
CADP
Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?
cs-video-courses
List of Computer Science courses with video lectures.
Deep-Learning-Experiments
Videos, notes and experiments to understand deep learning
Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow
Django
Django with Python and Javascript
langchain-tutorials
Overview and tutorial of the LangChain Library
LLaVA
[NeurIPS 2023 Oral] Visual Instruction Tuning: LLaVA (Large Language-and-Vision Assistant) built towards GPT-4V level capabilities.
LLMAgentPapers
Must-read Papers on LLM Agents.
map_planner
Code for 'Mapping State Space using Landmarks for Universal Goal Reaching'.
MARL-Resources
Useful Multi-agent RL resources
ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Perfect-Roadmap-To-Learn-Data-Science-In-2024
Data Science Roadmap
PIG
PyTorch code accompanying the paper "Imitating Graph-Based Planning with Goal-Conditioned Policies" (ICLR 2023).
Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions
Solutions of Reinforcement Learning, An Introduction
reinforcement_learning_an_introduction
Notes and exercise solutions for second edition of Sutton & Barto's book
Statistical_Learning
Deep Learning and Statistical Learning