Tsuyoshi Matsuzaki

reinforcement-learning-tutorials. Reinforcement Learning Algorithms Tutorial (Python) from scratch (Mar 2021)

imitation-learning-tutorials. Imitation Learning Algorithms Tutorial (Python) from scratch

diffusion-tutorials. Theoretical introduction and examples for diffusion model algorithms

nlp-tutorials. Theoretical introduction and examples for natural language processing (Sep 2022)

finetune_llm_with_lora. Fine-tuning LLM with LoRA (Low-Rank Adaptation) from scratch (Oct 2023)

reinforcement-learning-in-llm. Reinforcement Learning in LLM Tutorial (Python) from scratch

minecraft-rl-example. Applying Reinforcement Learning in Minecraft - Project Malmo Tutorial (Mar 2021)

hmm-lds-em-algorithm. Estimate Hidden Markov Models (HMM) and Linear Dynamical Systems (LDS) from scratch (Dec 2021)

huggingface-finetune-japanese. Examples to finetune encoder-only and encoder-decoder transformers for Japanese language in Hugging Face (Oct 2022)

decision-transformer. Minimal example to apply Decision Transformer in Atari Pong

minecraft-rl-pigchase-attention. Applying "Stabilizing Transformers for Reinforcement Learning" in Minecraft pig chase (Nov 2021)

homomorphic-encryption-microsoft-seal. Microsoft SEAL Homomorphic Encryption in Python

gmm. Estimate GMM (Gaussian Mixture Model) by applying EM Algorithm and Variational Inference (Variational Bayesian) from scratch in Python (Mar 2022)

Quantum-Arithmetic-QSharp. Q# and C# Example for Basic Quantum Arithmetics (Adder, Substracter, Multiplier, and Exponentiation)

quantum-algorithms-qsharp. Implementing Quantum Algorithms in Q# and Python

intel-sgx-enclave-ubuntu-tutorial. Running program in Intel SGX Enclave (Confidential Computing)

tensorflow-tensorrt-python. Speeding up deep learning inference by NVIDIA TensorRT

Quantum-Shor-Algorithm. Q# and C# Example for Shor's Algorithm

Quantum-Phase-Estimation-QSharp. Q# and C# Example for Quantum Phase Estimation

tsmatz.github.io. HTML

minecraft-rl-on-ray-cluster. Running Reinforcement Learning in Minecraft on Ray Cluster (Distributed RL Example)